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ORCIDMohammed Bennamoun
Person information
- affiliation: University of Western Australia, School of Computer Science and Software Engineering, Perth, WA, USA
- affiliation (PhD 1996): Queensland University of Technology, Space Centre for Satellite Navigation, Brisbane, QLD, Australia
- affiliation (former): Queen's University, Kingston, ON, Canada
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2020 – today
- 2025
[j200]Nuoye Xiong
, Ning Wang, Hongsheng Li, Guangming Zhu, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
Enhancing object recognition: The role of object knowledge decomposition and component-labeled datasets. Neurocomputing 617: 128969 (2025)- 2024
- [j199]Mohamad Alansari, Abdelfatah Hassan Ahmed, Khaled Alnuaimi, Divya Velayudhan, Taimur Hassan, Sajid Javed, Mohammed Bennamoun, Naoufel Werghi:
Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security. IEEE Access 12: 77454-77467 (2024) - [j198]Yulan Guo, Hanyun Wang, Longguang Wang, Yinjie Lei, Li Liu, Mohammed Bennamoun:
3D Face Recognition: Two Decades of Progress and Prospects. ACM Comput. Surv. 56(3): 54:1-54:39 (2024) - [j197]Johann Li, Guangming Zhu, Cong Hua, Mingtao Feng, Basheer Bennamoun, Ping Li, Xiaoyuan Lu, Juan Song, Peiyi Shen, Xu Xu, Lin Mei, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
A Systematic Collection of Medical Image Datasets for Deep Learning. ACM Comput. Surv. 56(5): 116:1-116:51 (2024) - [j196]Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Mohammed Bennamoun:
3D Brain and Heart Volume Generative Models: A Survey. ACM Comput. Surv. 56(6): 137:1-137:37 (2024) - [j195]Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun:
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. ACM Comput. Surv. 56(12): 315:1-315:51 (2024) - [j194]Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation. Eng. Appl. Artif. Intell. 130: 107639 (2024) - [j193]Hongsheng Li, Guangming Zhu, Liang Zhang, Youliang Jiang, Yixuan Dang, Haoran Hou, Peiyi Shen, Xia Zhao, Syed Afaq Ali Shah, Mohammed Bennamoun:
Scene Graph Generation: A comprehensive survey. Neurocomputing 566: 127052 (2024) - [j192]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Hamid Laga, Wanli Ouyang, Dan Xu:
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8380-8395 (2024) - [j191]Deyin Liu, Lin Yuanbo Wu, Bo Li, Farid Boussaïd, Mohammed Bennamoun, Xianghua Xie, Chengwu Liang:
Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense. Pattern Recognit. 145: 109902 (2024) - [j190]Michael Mckay, Monica F. Danilevicz, Michael B. Ashworth, Roberto Lujan Rocha, Shriprabha R. Upadhyaya, Mohammed Bennamoun, David Edwards:
Focus on the Crop Not the Weed: Canola Identification for Precision Weed Management Using Deep Learning. Remote. Sens. 16(11): 2041 (2024) - [j189]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Neha Gour, Muhammad Owais, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning. IEEE Trans. Ind. Informatics 20(4): 6563-6572 (2024) - [j188]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
Region Aware Video Object Segmentation With Deep Motion Modeling. IEEE Trans. Image Process. 33: 2639-2651 (2024) - [j187]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6628-6642 (2024) - [j186]Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang:
Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12746-12759 (2024) - [c191]Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun:
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CVPR 2024: 11450-11459 - [c190]Ning Wang, Guangming Zhu, HS Li, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
Language Model Guided Interpretable Video Action Reasoning. CVPR 2024: 18878-18887 - [c189]Qi Wang, Zhou Xu, Yuming Lin, Jingtao Ye, Hongsheng Li, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang:
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition. ECCV (84) 2024: 55-72 - [c188]Zhiheng Fu, Longguang Wang, Lian Xu, Zhiyong Wang, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun:
AEDNet: Adaptive Embedding and Multiview-Aware Disentanglement for Point Cloud Completion. ECCV (11) 2024: 127-143 - [c187]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures. ECCV (67) 2024: 326-341 - [c186]Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson:
Supervised Radio Frequency Interference Detection with SNNs. ICONS 2024: 102-109 - [c185]Qiang Han, Farid Boussaïd, Mohammed Bennamoun:
Model Predictive Control-Based Reinforcement Learning. ISCAS 2024: 1-5 - [c184]Mohammed Bennamoun:
Seeing in 3D: Assistive Robotics with Advanced Computer Vision. MRAC@MM 2024: 8-9 - [i113]Huanyu Liu, Jianfeng Cai, Tingjia Zhang, Hongsheng Li, Siyuan Wang, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang:
Flowmind2Digital: The First Comprehensive Flowmind Recognition and Conversion Approach. CoRR abs/2401.03742 (2024) - [i112]Thang-Anh-Quan Nguyen, Amine Bourki, Mátyás Macudzinski, Anthony Brunel, Mohammed Bennamoun:
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review. CoRR abs/2402.11141 (2024) - [i111]Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd:
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models. CoRR abs/2402.17910 (2024) - [i110]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu:
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation. CoRR abs/2403.01156 (2024) - [i109]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Mubarak Shah, Ajmal Mian:
Towards Temporally Consistent Referring Video Object Segmentation. CoRR abs/2403.19407 (2024) - [i108]Ning Wang, Guangming Zhu, HS Li, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
Language Model Guided Interpretable Video Action Reasoning. CoRR abs/2404.01591 (2024) - [i107]Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun:
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CoRR abs/2406.05205 (2024) - [i106]Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson:
Supervised Radio Frequency Interference Detection with SNNs. CoRR abs/2406.06075 (2024) - [i105]Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun:
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. CoRR abs/2406.19675 (2024) - [i104]Qi Wang, Zhou Xu, Yuming Lin, Jingtao Ye, Hongsheng Li, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang:
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition. CoRR abs/2407.05106 (2024) - [i103]Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd:
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions. CoRR abs/2407.19205 (2024) - [i102]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures. CoRR abs/2408.12443 (2024) - [i101]Maria Marrium, Arif Mahmood, Mohammed Bennamoun:
Implicit to Explicit Entropy Regularization: Benchmarking ViT Fine-tuning under Noisy Labels. CoRR abs/2410.04256 (2024) - [i100]Ahmad Obeid, Said Boumaraf, Anabia Sohail, Taimur Hassan, Sajid Javed, Jorge Dias, Mohammed Bennamoun, Naoufel Werghi:
Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review. CoRR abs/2410.19820 (2024) - [i99]Bo Miao, Mingtao Feng, Zijie Wu, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
Referring Human Pose and Mask Estimation in the Wild. CoRR abs/2410.20508 (2024) - 2023
- [j185]Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, David Edwards, Ferdous Sohel:
MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens. Int. J. Appl. Earth Obs. Geoinformation 118: 103286 (2023) - [j184]Shervin Minaee, Amirali Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang:
Biometrics recognition using deep learning: a survey. Artif. Intell. Rev. 56(8): 8647-8695 (2023) - [j183]Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun:
A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Appl. Intell. 53(2): 1350-1369 (2023) - [j182]Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Frank M. Sanfilippo, Makoto Yamada, Mohammed Bennamoun:
Inflating 2D convolution weights for efficient generation of 3D medical images. Comput. Methods Programs Biomed. 240: 107685 (2023) - [j181]Juan Lu, Jonathon Stewart, Mohammed Bennamoun, Adrian Goudie, Jason Eshraghian, Abdul Ihdayhid, Frank M. Sanfilippo, Gary R. Small, Benjamin J. W. Chow, Girish Dwivedi:
Deep learning model to predict exercise stress test results: Optimizing the diagnostic test selection strategy and reduce wastage in suspected coronary artery disease patients. Comput. Methods Programs Biomed. 240: 107717 (2023) - [j180]Hoda Mohaghegh, Farid Boussaïd, Hamid Laga, Hossein Rahmani, Mohammed Bennamoun:
Robust monocular 3D face reconstruction under challenging viewing conditions. Neurocomputing 520: 82-93 (2023) - [j179]Guoqiang Ye, Juan Song, Mingtao Feng, Guangming Zhu, Peiyi Shen, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
Position and structure-aware graph learning. Neurocomputing 556: 126581 (2023) - [j178]Sami Barchid, José Mennesson, Jason Eshraghian, Chaabane Djeraba, Mohammed Bennamoun:
Spiking neural networks for frame-based and event-based single object localization. Neurocomputing 559: 126805 (2023) - [j177]Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi:
Unsupervised anomaly instance segmentation for baggage threat recognition. J. Ambient Intell. Humaniz. Comput. 14(3): 1607-1618 (2023) - [j176]Taimur Hassan, Samet Akcay, Bilal Hassan, Mohammed Bennamoun, Salman H. Khan, Jorge Dias, Naoufel Werghi:
Cascaded structure tensor for robust baggage threat detection. Neural Comput. Appl. 35(15): 11269-11285 (2023) - [j175]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Dan Xu:
Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation. Neural Comput. Appl. 35(27): 20189-20205 (2023) - [j174]Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Multi-Kernel Fusion for RBF Neural Networks. Neural Process. Lett. 55(2): 1045-1069 (2023) - [j173]Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava:
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1335-1352 (2023) - [j172]Zehua Sun, Qiuhong Ke, Hossein Rahmani, Mohammed Bennamoun, Gang Wang, Jun Liu:
Human Action Recognition From Various Data Modalities: A Review. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3200-3225 (2023) - [j171]Adnan Qayyum, Inaam Ilahi, Fahad Shamshad, Farid Boussaïd, Mohammed Bennamoun, Junaid Qadir:
Untrained Neural Network Priors for Inverse Imaging Problems: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6511-6536 (2023) - [j170]Jason K. Eshraghian, Max Ward, Emre O. Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu:
Training Spiking Neural Networks Using Lessons From Deep Learning. Proc. IEEE 111(9): 1016-1054 (2023) - [j169]Xiaohan Yu, Yongsheng Gao, Mohammed Bennamoun, Shengwu Xiong:
A Lie algebra representation for efficient 2D shape classification. Pattern Recognit. 134: 109078 (2023) - [j168]Zhiheng Fu, Siyu Hong, Mengyi Liu, Hamid Laga, Mohammed Bennamoun, Farid Boussaïd, Yulan Guo:
Multi-stage information diffusion for joint depth and surface normal estimation. Pattern Recognit. 141: 109660 (2023) - [j167]Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd:
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. 142: 109655 (2023) - [j166]Aref Miri Rekavandi, Farid Boussaïd, Abd-Krim Seghouane, Mohammed Bennamoun:
B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images. IEEE Robotics Autom. Lett. 8(10): 6747-6754 (2023) - [j165]Monica F. Danilevicz, Roberto Lujan Rocha, Jacqueline Batley, Philipp E. Bayer, Mohammed Bennamoun, David Edwards, Michael B. Ashworth:
Segmentation of Sandplain Lupin Weeds from Morphologically Similar Narrow-Leafed Lupins in the Field. Remote. Sens. 15(7): 1817 (2023) - [j164]Lin Wu, Lingqiao Liu, Yang Wang, Zheng Zhang, Farid Boussaïd, Mohammed Bennamoun, Xianghua Xie:
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. IEEE Trans. Image Process. 32: 4800-4811 (2023) - [j163]Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis:
Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1588-1600 (2023) - [j162]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4153-4166 (2023) - [j161]Deyin Liu, Lin Wu, Richang Hong, Zongyuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun:
Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 19(1): 20:1-20:19 (2023) - [c183]Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu:
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization. CVPR 2023: 19596-19605 - [c182]Nima Mirnateghi, Syed Afaq Ali Shah, Mohammed Bennamoun:
Deep Bayesian Image Set Classification Approach for Defense against Adversarial Attacks. DICTA 2023: 501-508 - [c181]Dhruv Chetan Jobanputra, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, Jafri Kuthubutheen:
Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images. EUVIP 2023: 1-7 - [c180]Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussaïd, Mohammed Bennamoun:
Extended Expectation Maximization for Under-Fitted Models. ICASSP 2023: 1-5 - [c179]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
Spectrum-guided Multi-granularity Referring Video Object Segmentation. ICCV 2023: 920-930 - [c178]Zhiheng Fu, Longguang Wang, Lian Xu, Zhiyong Wang, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun:
VAPCNet: Viewpoint-Aware 3D Point Cloud Completion. ICCV 2023: 12074-12084 - [c177]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Context-Aware Transformers for Weakly Supervised Baggage Threat Localization. ICIP 2023: 3538-3542 - [c176]Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Highly Imbalanced Baggage Threat Classification. ICMLC 2023: 121-126 - [c175]Hoda Mohaghegh, Hossein Rahmani, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Reinforced Learning for Label-Efficient 3D Face Reconstruction. ICRA 2023: 6028-6034 - [c174]Jiaming Gu, Minchao Jiang, Hongsheng Li, Xiaoyuan Lu, Guangming Zhu, Syed Afaq Ali Shah, Liang Zhang, Mohammed Bennamoun:
UE4-NeRF: Neural Radiance Field for Real-Time Rendering of Large-Scale Scene. NeurIPS 2023 - [d2]Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Active-Passive SimStereo. IEEE DataPort, 2023
- [i98]Hao Tang, Aref Miri Rekavandi, Dharjinder Rooprai, Girish Dwivedi, Frank M. Sanfilippo, Farid Boussaïd, Mohammed Bennamoun:
Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment. CoRR abs/2303.06052 (2023) - [i97]Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson:
A Bibliometric Review of Neuromorphic Computing and Spiking Neural Networks. CoRR abs/2304.06897 (2023) - [i96]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
Spectrum-guided Multi-granularity Referring Video Object Segmentation. CoRR abs/2307.13537 (2023) - [i95]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Hamid Laga, Wanli Ouyang, Dan Xu:
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR abs/2308.03005 (2023) - [i94]Juan Lu, Mohammed Bennamoun, Jonathon Stewart, Jason Kamran Eshraghian, Yanbin Liu, Benjamin J. W. Chow, Frank M. Sanfilippo, Girish Dwivedi:
Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients. CoRR abs/2309.00330 (2023) - [i93]Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun:
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art. CoRR abs/2309.04902 (2023) - [i92]Jiaming Gu, Minchao Jiang, Hongsheng Li, Xiaoyuan Lu, Guangming Zhu, Syed Afaq Ali Shah, Liang Zhang, Mohammed Bennamoun:
UE4-NeRF: Neural Radiance Field for Real-Time Rendering of Large-Scale Scene. CoRR abs/2310.13263 (2023) - [i91]Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson:
RFI Detection with Spiking Neural Networks. CoRR abs/2311.14303 (2023) - [i90]Do Huu Dat, Po Yuan Mao, Tien Hoang Nguyen, Wray L. Buntine, Mohammed Bennamoun:
HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts. CoRR abs/2311.14747 (2023) - 2022
- [j160]Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin J. W. Chow, Frank M. Sanfilippo, Girish Dwivedi:
Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. Comput. Biol. Medicine 150: 106126 (2022) - [j159]Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Wray L. Buntine, Mohammed Bennamoun:
Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users. IEEE Comput. Intell. Mag. 17(2): 29-48 (2022) - [j158]Isaac Ronald Ward, Jack Joyner, Casey Lickfold, Yulan Guo, Mohammed Bennamoun:
A Practical Tutorial on Graph Neural Networks. ACM Comput. Surv. 54(10s): 205:1-205:35 (2022) - [j157]Xiaoshui Huang, Yangfu Wang, Sheng Li, Guofeng Mei, Zongyi Xu, Yucheng Wang, Jian Zhang, Mohammed Bennamoun:
Robust real-world point cloud registration by inlier detection. Comput. Vis. Image Underst. 224: 103556 (2022) - [j156]Henry Wing Fung Yeung, Meng Zhou, Yuk Ying Chung, Grant Moule, Wayne Thompson, Wanli Ouyang, Weidong Cai, Mohammed Bennamoun:
Deep-learning-based solution for data deficient satellite image segmentation. Expert Syst. Appl. 191: 116210 (2022) - [j155]Yulan Guo, Hanyun Wang, Ronald Clark, Stefano Berretti, Mohammed Bennamoun:
Deep learning for 3D vision. IET Comput. Vis. 16(7): 567-569 (2022) - [j154]A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Mohammed Bennamoun, Li Hou, Hidayat Ullah:
Erratum to "Progressive conditional GAN-based augmentation for 3D object recognition" [Neurocomputing 460 (2021) 20-30]. Neurocomputing 473: 158 (2022) - [j153]Benjamin Allaert, Isaac Ronald Ward, Ioan Marius Bilasco, Chabane Djeraba, Mohammed Bennamoun:
A comparative study on optical flow for facial expression analysis. Neurocomputing 500: 434-448 (2022) - [j152]Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Tensor pooling-driven instance segmentation framework for baggage threat recognition. Neural Comput. Appl. 34(2): 1239-1250 (2022) - [j151]Liang Zhang, Johann Li, Ping Li, Xiaoyuan Lu, Maoguo Gong, Peiyi Shen, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Kun Qian, Björn W. Schuller:
MEDAS: an open-source platform as a service to help break the walls between medicine and informatics. Neural Comput. Appl. 34(8): 6547-6567 (2022) - [j150]Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi:
A reinforcement learning-based approach for imputing missing data. Neural Comput. Appl. 34(12): 9701-9716 (2022) - [j149]Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun:
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1738-1764 (2022) - [j148]Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian:
Attack to Fool and Explain Deep Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 5980-5995 (2022) - [j147]Wijayanti Nurul Khotimah, Farid Boussaïd, Ferdous Sohel, Lian Xu, David Edwards, Xiu Jin, Mohammed Bennamoun:
SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification. Remote. Sens. 14(17): 4288 (2022) - [j146]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation. IEEE Trans. Inf. Forensics Secur. 17: 280-291 (2022) - [j145]Delphine Poux, Benjamin Allaert, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun:
Dynamic Facial Expression Recognition Under Partial Occlusion With Optical Flow Reconstruction. IEEE Trans. Image Process. 31: 446-457 (2022) - [j144]Yulan Guo, Michael Choi, Kunhong Li, Farid Boussaïd, Mohammed Bennamoun:
Soft Exemplar Highlighting for Cross-View Image-Based Geo-Localization. IEEE Trans. Image Process. 31: 2094-2105 (2022) - [j143]Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen:
Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification. IEEE Trans. Image Process. 31: 4803-4816 (2022) - [j142]Zhi Zeng, Ting Wang, Fulei Ma, Liang Zhang, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun:
Probability-Based Framework to Fuse Temporal Consistency and Semantic Information for Background Segmentation. IEEE Trans. Multim. 24: 740-754 (2022) - [j141]Liang Zhang, Jiahao Li, Guoqing Lu, Peiyi Shen, Mohammed Bennamoun, Syed Afaq Ali Shah, Qiguang Miao, Guangming Zhu, Ping Li, Xiaoyuan Lu:
Analysis and Variants of Broad Learning System. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 334-344 (2022) - [j140]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. IEEE Trans. Syst. Man Cybern. Syst. 52(11): 6937-6951 (2022) - [c173]Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu:
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. CVPR 2022: 4300-4309 - [c172]Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Mohammed Bennamoun, Yong Liao, Jiali Yu:
Adversary Distillation for One-Shot Attacks on 3D Target Tracking. ICASSP 2022: 2749-2453 - [c171]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation. ICME 2022: 1-6 - [c170]Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. NeurIPS 2022 - [c169]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Transformers for Imbalanced Baggage Threat Recognition. ROSE 2022: 1-7 - [c168]Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang:
Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network. WACV 2022: 2131-2140 - [d1]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
OVOS Occluded Video Object Segmentation dataset. IEEE DataPort, 2022 - [i89]Guangming Zhu, Liang Zhang, Youliang Jiang, Yixuan Dang, Haoran Hou, Peiyi Shen, Mingtao Feng, Xia Zhao, Qiguang Miao, Syed Afaq Ali Shah, Mohammed Bennamoun:
Scene Graph Generation: A Comprehensive Survey. CoRR abs/2201.00443 (2022) - [i88]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. CoRR abs/2201.02560 (2022) - [i87]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. CoRR abs/2201.02621 (2022) - [i86]Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin J. W. Chow, Frank M. Sanfilippo, Girish Dwivedi:
Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. CoRR abs/2202.01975 (2022) - [i85]Guofeng Mei, Litao Yu, Qiang Wu, Jian Zhang, Mohammed Bennamoun:
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting. CoRR abs/2202.02543 (2022) - [i84]Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu:
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR abs/2203.02891 (2022) - [i83]Mohammed Hassanin, Abdelwahed Khamis, Mohammed Bennamoun, Farid Boussaïd, Ibrahim Radwan:
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation. CoRR abs/2203.13387 (2022) - [i82]Sami Barchid, José Mennesson, Jason Eshraghian, Chaabane Djeraba, Mohammed Bennamoun:
Spiking Neural Networks for Frame-based and Event-based Single Object Localization. CoRR abs/2206.06506 (2022) - [i81]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
Region Aware Video Object Segmentation with Deep Motion Modeling. CoRR abs/2207.10258 (2022) - [i80]Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun:
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance. CoRR abs/2207.12926 (2022) - [i79]Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen:
Pseudo-Pair based Self-Similarity Learning for Unsupervised Person Re-identification. CoRR abs/2207.13035 (2022) - [i78]Deyin Liu, Lin Wu, Farid Boussaïd, Mohammed Bennamoun:
Improved and Interpretable Defense to Transferred Adversarial Examples by Jacobian Norm with Selective Input Gradient Regularization. CoRR abs/2207.13036 (2022) - [i77]Lin Wu, Lingqiao Liu, Yang Wang, Zheng Zhang, Farid Boussaïd, Mohammed Bennamoun:
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. CoRR abs/2207.13037 (2022) - [i76]Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Frank M. Sanfilippo, Makoto Yamada, Mohammed Bennamoun:
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images. CoRR abs/2208.03934 (2022) - [i75]Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision. CoRR abs/2209.05082 (2022) - [i74]Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. CoRR abs/2209.08305 (2022) - [i73]Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Mohammed Bennamoun:
3D Brain and Heart Volume Generative Models: A Survey. CoRR abs/2210.05952 (2022) - [i72]Jinshuai Bai, Laith Alzubaidi, Qingxia Wang, Ellen Kuhl, Mohammed Bennamoun, Yuantong Gu:
Physics-guided deep learning for data scarcity. CoRR abs/2211.15664 (2022) - 2021
- [j139]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Text to Image Synthesis for Improved Image Captioning. IEEE Access 9: 64918-64928 (2021) - [j138]Almoaid Owaidah, Doina Olaru, Mohammed Bennamoun, Ferdous Sohel, R. Nazim Khan:
Modelling Mass Crowd Using Discrete Event Simulation: A Case Study of Integrated Tawaf and Sayee Rituals During Hajj. IEEE Access 9: 79424-79448 (2021) - [j137]Isaac Ronald Ward, Ling Wang, Juan Lu, Mohammed Bennamoun, Girish Dwivedi, Frank M. Sanfilippo:
Explainable artificial intelligence for pharmacovigilance: What features are important when predicting adverse outcomes? Comput. Methods Programs Biomed. 212: 106415 (2021) - [j136]Lian Xu, Hao Xue, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel:
Atrous convolutional feature network for weakly supervised semantic segmentation. Neurocomputing 421: 115-126 (2021) - [j135]Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi:
Imputation of missing data with class imbalance using conditional generative adversarial networks. Neurocomputing 453: 164-171 (2021) - [j134]A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Mohammed Bennamoun, Li Hou, Hidayat Ullah:
Progressive conditional GAN-based augmentation for 3D object recognition. Neurocomputing 460: 20-30 (2021) - [j133]Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Inf. Sci. 580: 578-597 (2021) - [j132]Xupeng Wang, Mohammed Bennamoun, Ferdous Sohel, Hang Lei:
Diffusion Geometry Derived Keypoints and Local Descriptors for 3D Deformable Shape Analysis. J. Circuits Syst. Comput. 30(1): 2150016:1-2150016:28 (2021) - [j131]Zhonghao Fan, Johann Li, Liang Zhang, Guangming Zhu, Ping Li, Xiaoyuan Lu, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun, Tao Hua, Wei Wei:
U-net based analysis of MRI for Alzheimer's disease diagnosis. Neural Comput. Appl. 33(20): 13587-13599 (2021) - [j130]Xian-Feng Han, Hamid Laga, Mohammed Bennamoun:
Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. IEEE Trans. Pattern Anal. Mach. Intell. 43(5): 1578-1604 (2021) - [j129]Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun:
Deep Learning for 3D Point Clouds: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43(12): 4338-4364 (2021) - [j128]Cameron Hodges, Mohammed Bennamoun, Farid Boussaïd:
Quantitative performance evaluation of object detectors in hazy environments. Pattern Recognit. Lett. 152: 150-157 (2021) - [j127]Monica F. Danilevicz, Philipp E. Bayer, Farid Boussaïd, Mohammed Bennamoun, David Edwards:
Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection. Remote. Sens. 13(19): 3976 (2021) - [j126]Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, David Dagan Feng, Mohammed Bennamoun:
Similarity Based Block Sparse Subset Selection for Video Summarization. IEEE Trans. Circuits Syst. Video Technol. 31(10): 3967-3980 (2021) - [j125]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DFraud³: Multi-Component Fraud Detection Free of Cold-Start. IEEE Trans. Inf. Forensics Secur. 16: 3456-3468 (2021) - [j124]Zhongliang Xue, Ping Li, Liang Zhang, Xiaoyuan Lu, Guangming Zhu, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun:
Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images. IEEE Trans. Medical Imaging 40(12): 3531-3542 (2021) - [c167]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency. CVPR 2021: 16327-16336 - [c166]Colin Flynn, Mohammed Bennamoun, Farid Boussaïd:
Growth and evolution of deep neural networks from gene regulatory networks. GECCO Companion 2021: 275-276 - [c165]Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu:
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. ICCV 2021: 6964-6973 - [c164]Naeha Sharif, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah:
SubICap: Towards Subword-informed Image Captioning. WACV 2021: 3539-3540 - [i71]Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava:
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. CoRR abs/2101.09403 (2021) - [i70]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. CoRR abs/2105.11602 (2021) - [i69]Syed Saiq Hussain, Muhammad Usman, Taha Hasan Masood Siddique, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
q-RBFNN: A Quantum Calculus-based RBF Neural Network. CoRR abs/2106.01370 (2021) - [i68]Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian:
Attack to Fool and Explain Deep Networks. CoRR abs/2106.10606 (2021) - [i67]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency. CoRR abs/2106.10649 (2021) - [i66]Johann Li, Guangming Zhu, Cong Hua, Mingtao Feng, Basheer Bennamoun, Ping Li, Xiaoyuan Lu, Juan Song, Peiyi Shen, Xu Xu, Lin Mei, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
A Systematic Collection of Medical Image Datasets for Deep Learning. CoRR abs/2106.12864 (2021) - [i65]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition. CoRR abs/2107.07333 (2021) - [i64]Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu:
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. CoRR abs/2107.11787 (2021) - [i63]Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian:
Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation. CoRR abs/2107.12569 (2021) - [i62]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition. CoRR abs/2108.09603 (2021) - [i61]Nima Mirnateghi, Syed Afaq Ali Shah, Mohammed Bennamoun:
Deep Bayesian Image Set Classification: A Defence Approach against Adversarial Attacks. CoRR abs/2108.10217 (2021) - [i60]Jason Kamran Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu:
Training Spiking Neural Networks Using Lessons From Deep Learning. CoRR abs/2109.12894 (2021) - [i59]Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun:
A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS). CoRR abs/2110.04453 (2021) - [i58]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Social Fraud Detection Review: Methods, Challenges and Analysis. CoRR abs/2111.05645 (2021) - [i57]Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang:
Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network. CoRR abs/2111.07258 (2021) - [i56]Laurent Valentin Jospin, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun:
Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. CoRR abs/2112.00941 (2021) - [i55]Isaac Ronald Ward, Ling Wang, Juan Lu, Mohammed Bennamoun, Girish Dwivedi, Frank M. Sanfilippo:
Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes? CoRR abs/2112.13210 (2021) - [i54]Guofeng Mei, Xiaoshui Huang, Litao Yu, Jian Zhang, Mohammed Bennamoun:
COTReg: Coupled Optimal Transport based Point Cloud Registration. CoRR abs/2112.14381 (2021) - 2020
- [j123]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel:
Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. IEEE Access 8: 75957-75967 (2020) - [j122]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
Orthogonal Deep Models as Defense Against Black-Box Attacks. IEEE Access 8: 119744-119757 (2020) - [j121]Ping Li, Xiangwen Kong, Johann Li, Guangming Zhu, Xiaoyuan Lu, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun, Tao Hua:
A Dataset of Pulmonary Lesions With Multiple-Level Attributes and Fine Contours. Frontiers Digit. Health 2: 609349 (2020) - [j120]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd:
ResFeats: Residual network based features for underwater image classification. Image Vis. Comput. 93: 103811 (2020) - [j119]Hongsheng Li, Liang Zhang, Xiangdong Zhang, Meili Zhang, Guangming Zhu, Peiyi Shen, Ping Li, Mohammed Bennamoun, Syed Afaq Ali Shah:
Color vision deficiency datasets & recoloring evaluation using GANs. Multim. Tools Appl. 79(37-38): 27583-27614 (2020) - [j118]Mohammed Bennamoun, Yulan Guo, Federico Tombari, Kamal Youcef-Toumi, Ko Nishino:
Guest Editors' Introduction to the Special Issue on RGB-D Vision: Methods and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 42(10): 2329-2332 (2020) - [j117]Guangming Zhu, Liang Zhang, Hongsheng Li, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun:
Topology-learnable graph convolution for skeleton-based action recognition. Pattern Recognit. Lett. 135: 286-292 (2020) - [j116]Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, David Edwards:
A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data. Remote. Sens. 12(19): 3137 (2020) - [j115]Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick:
Automatic Hierarchical Classification of Kelps Using Deep Residual Features. Sensors 20(2): 447 (2020) - [j114]Taimur Hassan, Muhammad Shafay, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Meta-Transfer Learning Driven Tensor-Shot Detector for the Autonomous Localization and Recognition of Concealed Baggage Threats. Sensors 20(22): 6450 (2020) - [j113]Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Learning Latent Global Network for Skeleton-Based Action Prediction. IEEE Trans. Image Process. 29: 959-970 (2020) - [j112]Liang Zhang, Jiaming Zhang, Peiyi Shen, Guangming Zhu, Ping Li, Xiaoyuan Lu, Huan Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
Block Level Skip Connections Across Cascaded V-Net for Multi-Organ Segmentation. IEEE Trans. Medical Imaging 39(9): 2782-2793 (2020) - [j111]Guangming Zhu, Liang Zhang, Lu Yang, Lin Mei, Syed Afaq Ali Shah, Mohammed Bennamoun, Peiyi Shen:
Redundancy and Attention in Convolutional LSTM for Gesture Recognition. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1323-1335 (2020) - [c163]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
Attack to Explain Deep Representation. CVPR 2020: 9540-9549 - [c162]Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah:
WEmbSim: A Simple yet Effective Metric for Image Captioning. DICTA 2020: 1-8 - [c161]Liang Zhang, Yufei Liu, Hang Xiao, Lu Yang, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Peiyi Shen:
Efficient Scene Text Detection with Textual Attention Tower. ICASSP 2020: 4272-4276 - [c160]Syed Afaq Ali Shah, Moise Bougre, Naveed Akhtar, Mohammed Bennamoun, Liang Zhang:
Efficient Detection of Pixel-Level Adversarial Attacks. ICIP 2020: 718-722 - [c159]Taimur Hassan, Meriem Bettayeb, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Naoufel Werghi:
Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach. ICIP 2020: 2016-2020 - [c158]Naeha Sharif, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah:
Leveraging Linguistically-aware Object Relations and NASNet for Image Captioning. IVCNZ 2020: 1-6 - [c157]Liang Zhang, Xudong Wang, Hongsheng Li, Guangming Zhu, Peiyi Shen, Ping Li, Xiaoyuan Lu, Syed Afaq Ali Shah, Mohammed Bennamoun:
Structure-Feature based Graph Self-adaptive Pooling. WWW 2020: 3098-3104 - [i53]Liang Zhang, Xudong Wang, Hongsheng Li, Guangming Zhu, Peiyi Shen, Ping Li, Xiaoyuan Lu, Syed Afaq Ali Shah, Mohammed Bennamoun:
Structure-Feature based Graph Self-adaptive Pooling. CoRR abs/2002.00848 (2020) - [i52]Liang Zhang, Yufei Liu, Hang Xiao, Lu Yang, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Peiyi Shen:
Efficient Scene Text Detection with Textual Attention Tower. CoRR abs/2002.03741 (2020) - [i51]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans. CoRR abs/2004.06780 (2020) - [i50]Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR abs/2005.14502 (2020) - [i49]Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun:
A Survey on Deep Learning Techniques for Stereo-based Depth Estimation. CoRR abs/2006.02535 (2020) - [i48]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DFraud3- Multi-Component Fraud Detection freeof Cold-start. CoRR abs/2006.05718 (2020) - [i47]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. CoRR abs/2006.06561 (2020) - [i46]Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian:
Orthogonal Deep Models As Defense Against Black-Box Attacks. CoRR abs/2006.14856 (2020) - [i45]Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Multi-Kernel Fusion for RBF Neural Networks. CoRR abs/2007.02592 (2020) - [i44]Liang Zhang, Johann Li, Ping Li, Xiaoyuan Lu, Peiyi Shen, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Kun Qian, Björn W. Schuller:
MeDaS: An open-source platform as service to help break the walls between medicine and informatics. CoRR abs/2007.06013 (2020) - [i43]Laurent Valentin Jospin, Wray L. Buntine, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun:
Hands-on Bayesian Neural Networks - a Tutorial for Deep Learning Users. CoRR abs/2007.06823 (2020) - [i42]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. CoRR abs/2009.13158 (2020) - [i41]Isaac Ronald Ward, Jack Joyner, Casey Lickfold, Stash Rowe, Yulan Guo, Mohammed Bennamoun:
A Practical Guide to Graph Neural Networks. CoRR abs/2010.05234 (2020) - [i40]Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi:
Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks. CoRR abs/2012.00220 (2020) - [i39]Zehua Sun, Jun Liu, Qiuhong Ke, Hossein Rahmani, Mohammed Bennamoun, Gang Wang:
Human Action Recognition from Various Data Modalities: A Review. CoRR abs/2012.11866 (2020) - [i38]Naeha Sharif, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah:
SubICap: Towards Subword-informed Image Captioning. CoRR abs/2012.13122 (2020) - [i37]Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah:
LCEval: Learned Composite Metric for Caption Evaluation. CoRR abs/2012.13136 (2020) - [i36]Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah:
WEmbSim: A Simple yet Effective Metric for Image Captioning. CoRR abs/2012.13137 (2020) - [i35]Delphine Poux, Benjamin Allaert, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun:
Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction. CoRR abs/2012.13217 (2020)
2010 – 2019
- 2019
- [b3]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Neural Representations of Natural Language. Studies in Computational Intelligence 783, Springer 2019, ISBN 978-981-13-0061-5, pp. 1-119 - [j110]Syed Afaq Ali Shah, Mohammed Bennamoun, Michael Molton:
Machine Learning Approaches for Prediction of Facial Rejuvenation Using Real and Synthetic Data. IEEE Access 7: 23779-23787 (2019) - [j109]Masoumeh Rezaei, Mehdi Rezaeian, Vali Derhami, Ferdous Sohel, Mohammed Bennamoun:
Deep learning-based 3D local feature descriptor from Mercator projections. Comput. Aided Geom. Des. 74 (2019) - [j108]Alishba Sadiq, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Enhanced q-least Mean Square. Circuits Syst. Signal Process. 38(10): 4817-4839 (2019) - [j107]Hossein Rahmani, Craig Scanlan, Uzair Nadeem, Mohammed Bennamoun, Richard Bowles:
Automated segmentation of gravel particles from depth images of gravel-soil mixtures. Comput. Geosci. 128: 1-10 (2019) - [j106]Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah:
LCEval: Learned Composite Metric for Caption Evaluation. Int. J. Comput. Vis. 127(10): 1586-1610 (2019) - [j105]Cheng Wang, Ming Cheng, Ferdous Sohel, Mohammed Bennamoun, Jonathan Li:
NormalNet: A voxel-based CNN for 3D object classification and retrieval. Neurocomputing 323: 139-147 (2019) - [j104]Almoaid Owaidah, Doina Olaru, Mohammed Bennamoun, Ferdous Sohel, R. Nazim Khan:
Review of Modelling and Simulating Crowds at Mass Gathering Events: Hajj as a Case Study. J. Artif. Soc. Soc. Simul. 22(2) (2019) - [j103]Cameron Hodges, Mohammed Bennamoun, Hossein Rahmani:
Single image dehazing using deep neural networks. Pattern Recognit. Lett. 128: 70-77 (2019) - [j102]Guangming Zhu, Liang Zhang, Peiyi Shen, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun:
Continuous Gesture Segmentation and Recognition Using 3DCNN and Convolutional LSTM. IEEE Trans. Multim. 21(4): 1011-1021 (2019) - [c156]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. DICTA 2019: 1-7 - [c155]Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun:
Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images. DICTA 2019: 1-7 - [c154]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA 2019: 1-7 - [c153]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel:
An Improved Approach to Weakly Supervised Semantic Segmentation. ICASSP 2019: 1897-1901 - [c152]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Attention-Based Image Captioning Using DenseNet Features. ICONIP (5) 2019: 109-117 - [c151]Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. ICONIP (2) 2019: 222-234 - [c150]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) 2019: 299-312 - [c149]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel:
Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN 2019: 1-8 - [c148]Liang Zhang, Shuai Zhang, Peiyi Shen, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun:
Relationship Detection Based on Object Semantic Inference and Attention Mechanisms. ICMR 2019: 68-72 - [c147]Isaac Ronald Ward, M. A. Asim K. Jalwana, Mohammed Bennamoun:
Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function. PSIVT Workshops 2019: 111-124 - [p3]Uzair Nadeem, Syed Afaq Ali Shah, Ferdous Sohel, Roberto Togneri, Mohammed Bennamoun:
Deep Learning for Scene Understanding. Handbook of Deep Learning Applications 2019: 21-51 - [p2]Cameron Hodges, Senjian An, Hossein Rahmani, Mohammed Bennamoun:
Deep Learning for Driverless Vehicles. Handbook of Deep Learning Applications 2019: 83-99 - [p1]Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd:
Deep Learning for Marine Species Recognition. Handbook of Deep Learning Applications 2019: 129-145 - [i34]Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun, C. Peng Lam:
Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey. CoRR abs/1902.11114 (2019) - [i33]Benjamin Allaert, Isaac Ronald Ward, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun:
Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements. CoRR abs/1904.11592 (2019) - [i32]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Novel Adaptive Kernel for the RBF Neural Networks. CoRR abs/1905.03546 (2019) - [i31]Isaac Ronald Ward, M. A. Asim K. Jalwana, Mohammed Bennamoun:
Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function. CoRR abs/1905.03692 (2019) - [i30]Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian:
Label Universal Targeted Attack. CoRR abs/1905.11544 (2019) - [i29]Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. CoRR abs/1906.06064 (2019) - [i28]Xian-Feng Han, Hamid Laga, Mohammed Bennamoun:
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. CoRR abs/1906.06543 (2019) - [i27]Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick:
Hierarchical Classification of Kelps utilizing Deep Residual Features. CoRR abs/1906.10881 (2019) - [i26]Isaac Ronald Ward, Hamid Laga, Mohammed Bennamoun:
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques. CoRR abs/1907.09236 (2019) - [i25]Shervin Minaee, AmirAli Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang:
Biometric Recognition Using Deep Learning: A Survey. CoRR abs/1912.00271 (2019) - [i24]Taimur Hassan, Salman H. Khan, Samet Akcay, Mohammed Bennamoun, Naoufel Werghi:
Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs. CoRR abs/1912.04251 (2019) - [i23]Ferdous Sohel, Amar A. El-Sallam, Mohammed Bennamoun:
Robust Pose Invariant Shape and Texture based Hand Recognition. CoRR abs/1912.10373 (2019) - [i22]Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun:
Deep Learning for 3D Point Clouds: A Survey. CoRR abs/1912.12033 (2019) - 2018
- [b2]Salman Hameed Khan, Hossein Rahmani, Syed Afaq Ali Shah, Mohammed Bennamoun:
A Guide to Convolutional Neural Networks for Computer Vision. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00693-7 - [j101]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Lyndon While:
Evolutionary Feature Learning for 3-D Object Recognition. IEEE Access 6: 2434-2444 (2018) - [j100]Liang Zhang, Huan Li, Peiyi Shen, Guangming Zhu, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun, Li Zhang:
Improving Semantic Image Segmentation With a Probabilistic Superpixel-Based Dense Conditional Random Field. IEEE Access 6: 15297-15310 (2018) - [j99]Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Identity Adaptation for Person Re-Identification. IEEE Access 6: 48147-48155 (2018) - [j98]Shujaat Khan, Imran Naseem, Muhammad Ammar Malik, Roberto Togneri, Mohammed Bennamoun:
A Fractional Gradient Descent-Based RBF Neural Network. Circuits Syst. Signal Process. 37(12): 5311-5332 (2018) - [j97]Liang Zhang, Yuanyuan Feng, Peiyi Shen, Guangming Zhu, Wei Wei, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun:
Efficient finer-grained incremental processing with MapReduce for big data. Future Gener. Comput. Syst. 80: 102-111 (2018) - [j96]Liang Zhang, Qing Xu, Guangming Zhu, Juan Song, Xiangdong Zhang, Peiyi Shen, Wei Wei, Syed Afaq Ali Shah, Mohammed Bennamoun:
Improved colour-to-grey method using image segmentation and colour difference model for colour vision deficiency. IET Image Process. 12(3): 314-319 (2018) - [j95]Liang Zhang, Le Wang, Xiangdong Zhang, Peiyi Shen, Mohammed Bennamoun, Guangming Zhu, Syed Afaq Ali Shah, Juan Song:
Semantic scene completion with dense CRF from a single depth image. Neurocomputing 318: 182-195 (2018) - [j94]Muhammad Affan Alim, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
The most discriminant subbands for face recognition: A novel information-theoretic framework. Int. J. Wavelets Multiresolution Inf. Process. 16(5): 1850040:1-1850040:24 (2018) - [j93]Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Sohel:
Exploiting layerwise convexity of rectifier networks with sign constrained weights. Neural Networks 105: 419-430 (2018) - [j92]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 40(9): 2051-2065 (2018) - [j91]Munawar Hayat, Mohammed Bennamoun, Senjian An:
Response to "Ghost Numbers". IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2540 (2018) - [j90]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions. IEEE ACM Trans. Comput. Biol. Bioinform. 15(1): 244-250 (2018) - [j89]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
Learning Clip Representations for Skeleton-Based 3D Action Recognition. IEEE Trans. Image Process. 27(6): 2842-2855 (2018) - [j88]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. IEEE Trans. Multim. 20(7): 1712-1723 (2018) - [j87]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3573-3587 (2018) - [c146]Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. ACCV (4) 2018: 729-745 - [c145]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
NovelPerspective: Identifying Point of View Characters. ACL (4) 2018: 7-12 - [c144]Naeha Sharif, Lyndon White, Mohammed Bennamoun, Syed Afaq Ali Shah:
Learning-based Composite Metrics for Improved Caption Evaluation. ACL (3) 2018: 14-20 - [c143]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Finding Word Sense Embeddings of Known Meaning. CICLing (2) 2018: 3-16 - [c142]Naeha Sharif, Lyndon White, Mohammed Bennamoun, Syed Afaq Ali Shah:
NNEval: Neural Network Based Evaluation Metric for Image Captioning. ECCV (8) 2018: 39-55 - [c141]Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd:
Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. ICASSP 2018: 1493-1497 - [c140]Liang Zhang, Xiangwen Kong, Peiyi Shen, Guangming Zhu, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun:
Reflective Field for Pixel-Level Tasks. ICPR 2018: 529-534 - [c139]Syed Afaq Ali Shah, Mohammed Bennamoun, Michael Molton:
A Fully Automatic Framework for Prediction of 3D Facial Rejuvenation. IVCNZ 2018: 1-6 - [c138]Syed Afaq Ali Shah, Mohammed Bennamoun, Michael Molton:
A Training-Free Mesh Upsampling and Morphing Technique for 3D Face Rejuvenation. IVCNZ 2018: 1-6 - [c137]Liang Zhang, Guangming Zhu, Lin Mei, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun:
Attention in Convolutional LSTM for Gesture Recognition. NeurIPS 2018: 1957-1966 - [c136]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Sohel:
Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. WIFS 2018: 1-6 - [i21]Shujaat Khan, Alishba Sadiq, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Enhanced q-Least Mean Square. CoRR abs/1801.00410 (2018) - [i20]Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Image Set Classification for Low Resolution Surveillance. CoRR abs/1803.09470 (2018) - [i19]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DataDeps.jl: Repeatable Data Setup for Replicable Data Science. CoRR abs/1808.01091 (2018) - [i18]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions. CoRR abs/1809.09620 (2018) - 2017
- [j86]Imran Naseem, Affan Aleem, Roberto Togneri, Mohammed Bennamoun:
Iris recognition using class-specific dictionaries. Comput. Electr. Eng. 62: 178-193 (2017) - [j85]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Novel Adaptive Kernel for the RBF Neural Networks. Circuits Syst. Signal Process. 36(4): 1639-1653 (2017) - [j84]Munawar Hayat, Salman H. Khan, Mohammed Bennamoun:
Empowering Simple Binary Classifiers for Image Set Based Face Recognition. Int. J. Comput. Vis. 123(3): 479-498 (2017) - [j83]Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Discriminative feature learning and region consistency activation for robust scene labeling. Neurocomputing 243: 174-186 (2017) - [j82]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd:
Keypoints-based surface representation for 3D modeling and 3D object recognition. Pattern Recognit. 64: 29-38 (2017) - [j81]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei:
Scale space clustering evolution for salient region detection on 3D deformable shapes. Pattern Recognit. 71: 414-427 (2017) - [j80]Chao Sui, Mohammed Bennamoun, Roberto Togneri:
Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation. Pattern Recognit. Lett. 94: 75-80 (2017) - [j79]Chao Sui, Roberto Togneri, Mohammed Bennamoun:
A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition. Speech Commun. 90: 26-38 (2017) - [j78]Qiuhong Ke, Senjian An, Mohammed Bennamoun, Ferdous Ahmed Sohel, Farid Boussaïd:
SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Process. Lett. 24(6): 731-735 (2017) - [j77]Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun:
Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 55(9): 5407-5423 (2017) - [j76]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. 19(2): 317-326 (2017) - [j75]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. IEEE Trans. Robotics 33(3): 547-564 (2017) - [c135]Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery:
Deep Learning on Underwater Marine Object Detection: A Survey. ACIVS 2017: 150-160 - [c134]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops 2017: 601-610 - [c133]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR 2017: 4570-4579 - [c132]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei:
Persistence-based Interest Point Detection for 3D Deformable Surface. VISIGRAPP (1: GRAPP) 2017: 58-69 - [c131]Hossein Rahmani, Mohammed Bennamoun:
Learning Action Recognition Model from Depth and Skeleton Videos. ICCV 2017: 5833-5842 - [c130]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel:
Resfeats: Residual network based features for image classification. ICIP 2017: 1597-1601 - [c129]Shujaat Khan, Naveed Ahmed, Muhammad Ammar Malik, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment. ICTC 2017: 466-470 - [c128]Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
VP-FLMS: A Novel Variable Power Fractional LMS Algorithm. ICUFN 2017: 290-295 - [c127]Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Learning deep structured network for weakly supervised change detection. IJCAI 2017: 2008-2015 - [i17]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR abs/1701.02485 (2017) - [i16]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
A New Representation of Skeleton Sequences for 3D Action Recognition. CoRR abs/1703.03492 (2017) - [i15]Senjian An, Farid Boussaïd, Mohammed Bennamoun, Jiankun Hu:
From Deep to Shallow: Transformations of Deep Rectifier Networks. CoRR abs/1703.10355 (2017) - [i14]Senjian An, Mohammed Bennamoun, Farid Boussaïd:
On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries. CoRR abs/1708.07244 (2017) - [i13]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Learning Distributions of Meant Color. CoRR abs/1709.09360 (2017) - [i12]Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm. CoRR abs/1711.04973 (2017) - [i11]Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. CoRR abs/1711.05627 (2017) - 2016
- [j74]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Unsupervised segmentation of unknown objects in complex environments. Auton. Robots 40(5): 805-829 (2016) - [j73]Wei Zhou, Jiankun Hu, Song Wang, Ian R. Petersen, Mohammed Bennamoun:
Partial fingerprint indexing: a combination of local and reconstructed global features. Concurr. Comput. Pract. Exp. 28(10): 2940-2957 (2016) - [j72]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Ngai Ming Kwok:
A Comprehensive Performance Evaluation of 3D Local Feature Descriptors. Int. J. Comput. Vis. 116(1): 66-89 (2016) - [j71]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem:
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. 117(1): 1-20 (2016) - [j70]Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam:
An RGB-D based image set classification for robust face recognition from Kinect data. Neurocomputing 171: 889-900 (2016) - [j69]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd:
Iterative deep learning for image set based face and object recognition. Neurocomputing 174: 866-874 (2016) - [j68]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd:
A novel feature representation for automatic 3D object recognition in cluttered scenes. Neurocomputing 205: 1-15 (2016) - [j67]Said Elaiwat, Mohammed Bennamoun, Farid Boussaïd:
A semantic RBM-based model for image set classification. Neurocomputing 205: 507-518 (2016) - [j66]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 431-446 (2016) - [j65]Said Elaiwat, Mohammed Bennamoun, Farid Boussaïd:
A spatio-temporal RBM-based model for facial expression recognition. Pattern Recognit. 49: 152-161 (2016) - [j64]Yinjie Lei, Yulan Guo, Munawar Hayat, Mohammed Bennamoun, Xinzhi Zhou:
A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample. Pattern Recognit. 52: 218-237 (2016) - [j63]Yulan Guo, Yinjie Lei, Li Liu, Yan Wang, Mohammed Bennamoun, Ferdous Ahmed Sohel:
EI3D: Expression-invariant 3D face recognition based on feature and shape matching. Pattern Recognit. Lett. 83: 403-412 (2016) - [j62]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. 25(7): 3372-3383 (2016) - [j61]Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An:
A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. IEEE Trans. Image Process. 25(10): 4829-4841 (2016) - [c126]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Generating Bags of Words from the Sums of Their Word Embeddings. CICLing (1) 2016: 91-102 - [c125]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel:
Human Interaction Prediction Using Deep Temporal Features. ECCV Workshops (2) 2016: 403-414 - [c124]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. ICDM Workshops 2016: 770-777 - [c123]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd, Renae Hovey, Gary A. Kendrick, Robert B. Fisher:
Coral classification with hybrid feature representations. ICIP 2016: 519-523 - [c122]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Audio-visual biometric recognition via joint sparse representations. ICPR 2016: 3031-3035 - [c121]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Simultaneous dense scene reconstruction and object labeling. ICRA 2016: 2255-2262 - [c120]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Heat propagation contours for 3D non-rigid shape analysis. WACV 2016: 1-7 - [i10]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri:
Weakly Supervised Change Detection in a Pair of Images. CoRR abs/1606.02009 (2016) - [i9]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel:
Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. CoRR abs/1608.05267 (2016) - [i8]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel:
ResFeats: Residual Network Based Features for Image Classification. CoRR abs/1611.06656 (2016) - 2015
- [j60]Jaafar Abduo, Mohammed Bennamoun, Marc Tennant, John McGeachie:
Effect of prosthodontic planning on intercuspal occlusal contacts: Comparison of digital and conventional planning. Comput. Biol. Medicine 60: 143-150 (2015) - [j59]Sepideh Yazdani, Rubiyah Yusof, Alireza Karimian, Amir Hosein Riazi, Mohammed Bennamoun:
A Unified Framework for Brain Segmentation in MR Images. Comput. Math. Methods Medicine 2015: 829893:1-829893:17 (2015) - [j58]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu:
A novel local surface feature for 3D object recognition under clutter and occlusion. Inf. Sci. 293: 196-213 (2015) - [j57]Munawar Hayat, Mohammed Bennamoun, Senjian An:
Deep Reconstruction Models for Image Set Classification. IEEE Trans. Pattern Anal. Mach. Intell. 37(4): 713-727 (2015) - [j56]Said Elaiwat, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam:
A Curvelet-based approach for textured 3D face recognition. Pattern Recognit. 48(4): 1235-1246 (2015) - [j55]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd:
A novel 3D vorticity based approach for automatic registration of low resolution range images. Pattern Recognit. 48(9): 2859-2871 (2015) - [j54]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognit. Lett. 52: 65-71 (2015) - [j53]Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Quantitative Error Analysis of Bilateral Filtering. IEEE Signal Process. Lett. 22(2): 202-206 (2015) - [j52]Xiaoming Peng, Mohammed Bennamoun, Qingbo Wang, Qian Ma, Zhiyong Xu:
A Low-Cost Implementation of a 360° Vision Distributed Aperture System. IEEE Trans. Circuits Syst. Video Technol. 25(2): 225-238 (2015) - [j51]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan:
An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds. IEEE Trans. Instrum. Meas. 64(3): 683-693 (2015) - [c119]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
How Well Sentence Embeddings Capture Meaning. ADCS 2015: 9:1-9:8 - [c118]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A deep neural network for audio-visual person recognition. BTAS 2015: 1-6 - [c117]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Separating objects and clutter in indoor scenes. CVPR 2015: 4603-4611 - [c116]Amar A. El-Sallam, Mohammed Bennamoun, Koji Honda, Andrew Lyttle, Jacqueline A. Alderson:
Towards a Fully Automatic Markerless Motion Analysis System for the Estimation of Body Joint Kinematics with Application to Sport Analysis. GRAPP 2015: 58-69 - [c115]Chao Sui, Roberto Togneri, Mohammed Bennamoun:
Extracting deep bottleneck features for visual speech recognition. ICASSP 2015: 1518-1522 - [c114]Chao Sui, Mohammed Bennamoun, Roberto Togneri:
Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. ICCV 2015: 154-162 - [c113]Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel:
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV 2015: 2515-2523 - [c112]Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Outdoor scene labelling with learned features and region consistency activation. ICIP 2015: 1374-1378 - [c111]Senjian An, Farid Boussaïd, Mohammed Bennamoun:
How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances? ICML 2015: 514-523 - [c110]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. ICRA 2015: 1295-1302 - [c109]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Discriminative feature learning for efficient RGB-D object recognition. IROS 2015: 272-279 - [c108]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd:
Automatic 3D face landmark localization based on 3D vector field analysis. IVCNZ 2015: 1-6 - [c107]Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel:
Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) 2015: 546-559 - [c106]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT 2015: 631-641 - [c105]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis. PSIVT 2015: 751-761 - [c104]Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition. WACV 2015: 773-780 - [i7]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR abs/1506.05196 (2015) - [i6]Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An:
A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. CoRR abs/1506.05532 (2015) - [i5]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR abs/1508.03422 (2015) - 2014
- [j50]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan:
3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 36(11): 2270-2287 (2014) - [j49]Yinjie Lei, Mohammed Bennamoun, Munawar Hayat, Yulan Guo:
An efficient 3D face recognition approach using local geometrical signatures. Pattern Recognit. 47(2): 509-524 (2014) - [j48]Munawar Hayat, Mohammed Bennamoun:
An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition. IEEE Trans. Affect. Comput. 5(3): 301-313 (2014) - [j47]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu:
An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling. IEEE Trans. Multim. 16(5): 1377-1390 (2014) - [c103]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Jun Zhang:
Performance Evaluation of 3D Local Feature Descriptors. ACCV (2) 2014: 178-194 - [c102]Munawar Hayat, Mohammed Bennamoun, Senjian An:
Learning Non-linear Reconstruction Models for Image Set Classification. CVPR 2014: 1915-1922 - [c101]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Feature Learning for Robust Shadow Detection. CVPR 2014: 1939-1946 - [c100]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd:
Performance Evaluation of 3D Local Surface Descriptors for Low and High Resolution Range Image Registration. DICTA 2014: 1-7 - [c99]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects. ECCV (5) 2014: 659-674 - [c98]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) 2014: 679-694 - [c97]Munawar Hayat, Mohammed Bennamoun, Senjian An:
Reverse Training: An Efficient Approach for Image Set Classification. ECCV (6) 2014: 784-799 - [c96]Wei Zhou, Jiankun Hu, Ian R. Petersen, Song Wang, Mohammed Bennamoun:
A benchmark 3D fingerprint database. FSKD 2014: 935-940 - [c95]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM 2014: 608-615 - [c94]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
A model-free approach for the segmentation of unknown objects. IROS 2014: 4914-4921 - [c93]Wei Zhou, Jiankun Hu, Song Wang, Ian R. Petersen, Mohammed Bennamoun:
Fingerprint Indexing Based on Combination of Novel Minutiae Triplet Features. NSS 2014: 377-388 - 2013
- [j46]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan:
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. Int. J. Comput. Vis. 105(1): 63-86 (2013) - [j45]Yinjie Lei, Mohammed Bennamoun, Amar A. El-Sallam:
An efficient 3D face recognition approach based on the fusion of novel local low-level features. Pattern Recognit. 46(1): 24-37 (2013) - [j44]Syed M. S. Islam, Rowan Davies, Mohammed Bennamoun, Robyn A. Owens, Ajmal S. Mian:
Multibiometric human recognition using 3D ear and face features. Pattern Recognit. 46(3): 613-627 (2013) - [j43]Suman Sedai, Mohammed Bennamoun, Du Q. Huynh:
Discriminative fusion of shape and appearance features for human pose estimation. Pattern Recognit. 46(12): 3223-3237 (2013) - [j42]Suman Sedai, Mohammed Bennamoun, Du Q. Huynh:
A Gaussian Process Guided Particle Filter for Tracking 3D Human Pose in Video. IEEE Trans. Image Process. 22(11): 4286-4300 (2013) - [c92]Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, Trenton Warburton:
A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments. GRAPP/IVAPP 2013: 49-59 - [c91]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan:
TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition. GRAPP/IVAPP 2013: 86-93 - [c90]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam:
A Novel Local Surface Description for Automatic 3D Object Recognition in Low Resolution Cluttered Scenes. ICCV Workshops 2013: 638-643 - [c89]Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam:
3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration. ICIP 2013: 2934-2938 - [c88]Wei Zhou, Jiankun Hu, Ian R. Petersen, Mohammed Bennamoun:
Partial Fingerprint Reconstruction with Improved Smooth Extension. NSS 2013: 756-762 - [c87]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jianwei Wan, Min Lu:
3D free form object recognition using rotational projection statistics. WACV 2013: 1-8 - [c86]Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam:
Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos. WACV 2013: 83-88 - [c85]Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, M. Rossi:
A low cost 3D markerless system for the reconstruction of athletic techniques. WACV 2013: 222-229 - [c84]Chao Sui, Mohammed Bennamoun, Roberto Togneri, Serajul Haque:
A lip extraction algorithm using region-based ACM with automatic contour initialization. WACV 2013: 275-280 - [i4]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan:
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. CoRR abs/1304.3192 (2013) - 2012
- [j41]Syed M. S. Islam, Mohammed Bennamoun, Robyn A. Owens, Rowan Davies:
A review of recent advances in 3D ear- and expression-invariant face biometrics. ACM Comput. Surv. 44(3): 14:1-14:34 (2012) - [j40]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Ontology learning from text: A look back and into the future. ACM Comput. Surv. 44(4): 20:1-20:36 (2012) - [j39]Mohammad Behdad, Tim French, Luigi Barone, Mohammed Bennamoun:
On principal component analysis for high-dimensional XCSR. Evol. Intell. 5(2): 129-138 (2012) - [j38]Mohammad Behdad, Luigi Barone, Tim French, Mohammed Bennamoun:
On XCSR for electronic fraud detection. Evol. Intell. 5(2): 139-150 (2012) - [j37]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Robust regression for face recognition. Pattern Recognit. 45(1): 104-118 (2012) - [j36]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
Spatially Optimized Data-Level Fusion of Texture and Shape for Face Recognition. IEEE Trans. Image Process. 21(2): 859-872 (2012) - [j35]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun:
Sliding-Window Designs for Vertex-Based Shape Coding. IEEE Trans. Multim. 14(3-2): 683-692 (2012) - [j34]Mohammad Behdad, Luigi Barone, Mohammed Bennamoun, Tim French:
Nature-Inspired Techniques in the Context of Fraud Detection. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1273-1290 (2012) - [c83]Chao Sui, Roberto Togneri, Serajul Haque, Mohammed Bennamoun:
Discrimination comparison between audio and visual features. ACSCC 2012: 1609-1612 - [c82]Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam:
Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition. HSI 2012: 43-47 - [c81]Munawar Hayat, Mohammed Bennamoun, Yinjie Lei, Amar A. El-Sallam:
Novel low level local features for 3D expression invariant face recognition. ICARCV 2012: 194-198 - [c80]Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam:
Fully automatic face recognition from 3D videos. ICPR 2012: 1415-1418 - [c79]Yinjie Lei, Mohammed Bennamoun, Amar A. El-Sallam:
A structured template based 3D face recognition approach. IVCNZ 2012: 61-66 - 2011
- [j33]Peng Zhang, Jiankun Hu, Cai Li, Mohammed Bennamoun, Vijayakumar Bhagavatula:
A pitfall in fingerprint bio-cryptographic key generation. Comput. Secur. 30(5): 311-319 (2011) - [j32]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun:
Geometric distortion measurement for shape coding: A contemporary review. ACM Comput. Surv. 43(4): 29:1-29:22 (2011) - [j31]Syed M. S. Islam, Rowan Davies, Mohammed Bennamoun, Ajmal S. Mian:
Efficient Detection and Recognition of 3D Ears. Int. J. Comput. Vis. 95(1): 52-73 (2011) - [j30]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Constructing specialised corpora through analysing domain representativeness of websites. Lang. Resour. Evaluation 45(2): 209-241 (2011) - [j29]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
Illumination normalization of facial images by reversing the process of image formation. Mach. Vis. Appl. 22(6): 899-911 (2011) - [j28]Xiaoming Peng, Mohammed Bennamoun, Ajmal S. Mian:
A training-free nose tip detection method from face range images. Pattern Recognit. 44(3): 544-558 (2011) - [j27]Jiankun Hu, Vijayakumar Bhagavatula, Mohammed Bennamoun, Kar-Ann Toh:
Biometric security for mobile computing. Secur. Commun. Networks 4(5): 483-486 (2011) - [c78]Mohammad Behdad, Tim French, Luigi Barone, Mohammed Bennamoun:
PCA for improving the performance of XCSF in classification of high-dimensional problems. GECCO (Companion) 2011: 361-368 - [c77]Xiaoming Peng, Mohammed Bennamoun:
Nose Tip Detection and Tracking in 3D Video Sequences. GRAPP 2011: 13-22 - [c76]Suman Sedai, Du Q. Huynh, Mohammed Bennamoun:
Supervised particle filter for tracking 2D human pose in monocular video. WACV 2011: 367-373 - 2010
- [j26]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
On the Repeatability and Quality of Keypoints for Local Feature-based 3D Object Retrieval from Cluttered Scenes. Int. J. Comput. Vis. 89(2-3): 348-361 (2010) - [j25]Xiaoming Peng, Mohammed Bennamoun, Qian Ma, Ying Lei, Qiheng Zhang, Wufan Chen:
Drift-correcting template update strategy for precision feature point tracking. Image Vis. Comput. 28(8): 1280-1292 (2010) - [j24]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Linear Regression for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 32(11): 2106-2112 (2010) - [c75]Yinjie Lei, Wilson Wong, Wei Liu, Mohammed Bennamoun:
An HMM-SVM-Based Automatic Image Annotation Approach. ACCV (4) 2010: 115-126 - [c74]Maryam Mehdizadeh, Cara MacNish, R. Nazim Khan, Mohammed Bennamoun:
Semi-supervised Neighborhood Preserving Discriminant Embedding: A Semi-supervised Subspace Learning Algorithm. ACCV (3) 2010: 199-212 - [c73]Suman Sedai, Mohammed Bennamoun, Du Q. Huynh:
Localized fusion of Shape and Appearance features for 3D Human Pose Estimation. BMVC 2010: 1-10 - [c72]Mohammad Behdad, Tim French, Luigi Barone, Mohammed Bennamoun:
On the problems of using learning classifier systems for fraud detection. GECCO 2010: 1067-1068 - [c71]Mohammad Behdad, Luigi Barone, Tim French, Mohammed Bennamoun:
An investigation of real-valued accuracy-based learning classifier systems for electronic fraud detection. GECCO (Companion) 2010: 1893-1900 - [c70]Farid Flitti, Mohammed Bennamoun, Du Q. Huynh, Robyn A. Owens:
Probabilistic human pose recovery from 2D images. ICIP 2010: 1517-1520 - [c69]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Robust Regression for Face Recognition. ICPR 2010: 1156-1159 - [c68]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Speaker Identification. ICPR 2010: 4460-4463
2000 – 2009
- 2009
- [j23]Wilson Wong, Wei Liu, Mohammed Bennamoun:
A probabilistic framework for automatic term recognition. Intell. Data Anal. 13(4): 499-539 (2009) - [j22]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
An Expression Deformation Approach to Non-rigid 3D Face Recognition. Int. J. Comput. Vis. 81(3): 302-316 (2009) - [j21]Hongchuan Yu, Mohammed Bennamoun, Chin-Seng Chua:
An extension of min/max flow framework. Image Vis. Comput. 27(4): 342-353 (2009) - [c67]Farid Flitti, Mohammed Bennamoun, Du Q. Huynh, Amine Bermak, Christophe Collet:
Probabilistic Satellite Image Fusion. CAIP 2009: 410-418 - [c66]Suman Sedai, Mohammed Bennamoun, Du Q. Huynh:
Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images. DICTA 2009: 484-491 - [c65]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations. ICB 2009: 22-31 - [c64]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Video-Based Face Recognition. ICB 2009: 219-228 - [c63]Suman Sedai, Farid Flitti, Mohammed Bennamoun, Du Q. Huynh:
3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning. ICIAR 2009: 327-336 - [c62]Syed M. S. Islam, Mohammed Bennamoun, Ajmal S. Mian, Rowan Davies:
Score Level Fusion of Ear and Face Local 3D Features for Fast and Expression-Invariant Human Recognition. ICIAR 2009: 387-396 - [c61]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Face identification using linear regression. ICIP 2009: 4161-4164 - [c60]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies. PAKDD 2009: 266-277 - [c59]Ferdous Ahmed Sohel, Mohammed Bennamoun:
Image Dependent Spatial Shape Error Concealment for Multiple Shapes. SITIS 2009: 164-171 - 2008
- [j20]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Keypoint Detection and Local Feature Matching for Textured 3D Face Recognition. Int. J. Comput. Vis. 79(1): 1-12 (2008) - [j19]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
Integration of local and global geometrical cues for 3D face recognition. Pattern Recognit. 41(3): 1030-1040 (2008) - [c58]Syed M. S. Islam, Rowan Davies, Ajmal S. Mian, Mohammed Bennamoun:
A Fast and Fully Automatic Ear Recognition Approach Based on 3D Local Surface Features. ACIVS 2008: 1081-1092 - [c57]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Constructing Web Corpora through Topical Web Partitioning for Term Recognition. Australasian Conference on Artificial Intelligence 2008: 67-78 - [c56]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Determining the Unithood of Word Sequences Using a Probabilistic Approach. IJCNLP 2008: 103-110 - [c55]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Ear Biometrics. ISVC (2) 2008: 336-345 - [c54]Syed M. S. Islam, Mohammed Bennamoun, Rowan Davies:
Fast and Fully Automatic Ear Detection Using Cascaded AdaBoost. WACV 2008: 1-6 - [i3]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Determining the Unithood of Word Sequences using a Probabilistic Approach. CoRR abs/0810.0139 (2008) - [i2]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Determining the Unithood of Word Sequences using Mutual Information and Independence Measure. CoRR abs/0810.0156 (2008) - [i1]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Enhanced Integrated Scoring for Cleaning Dirty Texts. CoRR abs/0810.0332 (2008) - 2007
- [j18]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Tree-Traversing Ant Algorithm for term clustering based on featureless similarities. Data Min. Knowl. Discov. 15(3): 349-381 (2007) - [j17]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29(11): 1927-1943 (2007) - [j16]Hongchuan Yu, Mohammed Bennamoun:
Complete invariants for robust face recognition. Pattern Recognit. 40(5): 1579-1591 (2007) - [c53]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency. AusDM 2007: 47-54 - [c52]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework. AusDM 2007: 55-63 - [c51]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
Interest-point Based Face Recognition from Range Images. BMVC 2007: 1-10 - [c50]Syed M. S. Islam, Mohammed Bennamoun, Robyn A. Owens, Rowan Davies:
Biometric Approaches of 2D-3D Ear and Face: A Survey. SCSS (1) 2007: 509-514 - [c49]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Keypoint Identification and Feature-Based 3D Face Recognition. ICB 2007: 163-171 - [c48]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
3D shape representation by fusing local and global information. ISSPA 2007: 1-4 - 2006
- [j15]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
A Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images. Int. J. Comput. Vis. 66(1): 19-40 (2006) - [j14]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 28(10): 1584-1601 (2006) - [c47]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Automatic 3D Face Detection, Normalization and Recognition. 3DPVT 2006: 735-742 - [c46]Wilson Wong, Wei Liu, Mohammed Bennamoun:
Integrated Scoring For Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text. AusDM 2006: 83-89 - [c45]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
2D and 3D Multimodal Hybrid Face Recognition. ECCV (3) 2006: 344-355 - [c44]Hongchuan Yu, Mohammed Bennamoun:
1D-PCA, 2D-PCA to nD-PCA. ICPR (4) 2006: 181-184 - [c43]E. J. S. Fox, J. D. Roberts, Mohammed Bennamoun:
Text-independent speaker identification in birds. INTERSPEECH 2006 - [c42]Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian:
Illumination Normalization for Color Face Images. ISVC (1) 2006: 90-101 - [c41]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Face Recognition Using 2D and 3D Multimodal Local Features. ISVC (1) 2006: 860-870 - 2005
- [j13]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Automatic Correspondence for 3d Modeling: an Extensive Review. Int. J. Shape Model. 11(2): 253-291 (2005) - [c40]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Region-based Matching for Robust 3D Face Recognition. BMVC 2005 - [c39]Hongchuan Yu, Mohammed Bennamoun:
A Phase Correlation Approach to Active Vision. CAIP 2005: 57-64 - [c38]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Matching Tensors for Pose Invariant Automatic 3D Face Recognition. CVPR Workshops 2005: 120 - [c37]Hongchuan Yu, Mohammed Bennamoun:
Complete invariant description under usual Fourier-Mellin transform. ISSPA 2005: 815-818 - [c36]Hongchuan Yu, Mohammed Bennamoun:
Two Novel Complete Sets of Similarity Invariants. ISVC 2005: 659-665 - [c35]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
3D Recognition and Segmentation of Objects in Cluttered Scenes. WACV/MOTION 2005: 8-13 - 2004
- [j12]George J. Mamic, Mohammed Bennamoun:
Automated Spline Surface Modeling And Matching For Recognition Of Free-Form Objects. Int. J. Image Graph. 4(1): 51-84 (2004) - [c34]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Matching Tensors for Automatic Correspondence and Registration. ECCV (2) 2004: 495-505 - [c33]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
Performance analysis of an improved tensor based correspondence algorithm for automatic 3d modeling. ICIP 2004: 1951-1954 - [c32]Ahmed Al-Ani, Mohammed Bennamoun:
An edge fusion approach based on the concept of multiple detector behavior. SMC (3) 2004: 2999-3003 - [c31]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
A novel algorithm for automatic 3D model-based free-form object recognition. SMC (7) 2004: 6348-6353 - [c30]Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens:
From Unordered Range Images to 3D Models: A Fully Automatic Multiview Correspondence Algorithm. TPCG 2004: 162-166 - 2003
- [j11]Clinton Fookes, Mohammed Bennamoun:
Non-Rigid Image Registration and the Use of Mutual Information. Aust. J. Intell. Inf. Process. Syst. 8(2): 65-81 (2003) - [j10]Mohammed Bennamoun:
Editorial: Correspondence And Registration Techniques. Int. J. Pattern Recognit. Artif. Intell. 17(7): 1057-1058 (2003) - [j9]Clinton Fookes, Mohammed Bennamoun:
Rigid Medical Image Registration And Its Association With Mutual Information. Int. J. Pattern Recognit. Artif. Intell. 17(7): 1167-1206 (2003) - 2002
- [b1]Mohammed Bennamoun, George J. Mamic:
Object Recognition: Fundamentals and Case Studies. Advances in Pattern Recognition, Springer 2002, ISBN 978-1-4471-3724-5, pp. i-xiii, 1-350 - [j8]George J. Mamic, Mohammed Bennamoun:
Representation and Recognition of 3D Free-Form Objects. Digit. Signal Process. 12(1): 47-76 (2002) - [j7]Adriana Bodnarova, Mohammed Bennamoun, Shane J. Latham:
Optimal Gabor filters for textile flaw detection. Pattern Recognit. 35(12): 2973-2991 (2002) - [c29]Clinton Fookes, Mohammed Bennamoun, A. Lamanna:
Improved Stereo Image Matching Using Mutual Information and Hierarchical Prior Probabilities. ICPR (2) 2002: 937-940 - 2001
- [j6]John A. Williams, Mohammed Bennamoun:
Simultaneous Registration of Multiple Corresponding Point Sets. Comput. Vis. Image Underst. 81(1): 117-142 (2001) - [j5]A. Cheung, Mohammed Bennamoun, Neil W. Bergmann:
An Arabic optical character recognition system using recognition-based segmentation. Pattern Recognit. 34(2): 215-233 (2001) - [j4]Jasmine Banks, Mohammed Bennamoun:
Reliability analysis of the rank transform for stereo matching. IEEE Trans. Syst. Man Cybern. Part B 31(6): 870-880 (2001) - [c28]Suhail Mahadevan, Haris Pandzo, Mohammed Bennamoun, John A. Williams:
A 3D acquisition and modelling system. ICASSP 2001: 1941-1944 - [c27]George J. Mamic, Mohammed Bennamoun:
Automatic Bayesian knot placement for spline fitting. ICIP (1) 2001: 169-172 - 2000
- [j3]Adriana Bodnarova, Mohammed Bennamoun, Kurt Kubik:
Suitability Analysis of Techniques for Flaw Detection in Textiles using Texture Analysis. Pattern Anal. Appl. 3(3): 254-266 (2000) - [c26]John A. Williams, Mohammed Bennamoun:
Simultaneous registration of multiple point sets using orthonormal matrices. ICASSP 2000: 2199-2202 - [c25]Adriana Bodnarova, Mohammed Bennamoun, Shane J. Latham:
A constrained minimisation approach to optimise Gabor filters for detecting flaws in woven textiles. ICASSP 2000: 3606-3609 - [c24]Clinton Fookes, John A. Williams, Mohammed Bennamoun:
Global 3D Rigid Registration of Medical Images. ICIP 2000: 447-450 - [c23]John A. Williams, Mohammed Bennamoun:
Multiple View Surface Registration with Error Modeling and Analysis. ICIP 2000: 545-548 - [c22]Pi-chi Chou, Mohammed Bennamoun:
Accurate Localization of Edges in Noisy Volume Images. ICPR 2000: 4760-4763 - [c21]George J. Mamic, Mohammed Bennamoun:
Automatic Flaw Detection in Textiles Using a Neyman-Pearson Detector. ICPR 2000: 4767-4770 - [c20]Adriana Bodnarova, Mohammed Bennamoun, Shane J. Latham:
Textile Flaw Detection Using Optimal Gabor Filters. ICPR 2000: 4799-4802 - [c19]John A. Williams, Mohammed Bennamoun:
Evaluation of a Novel Multiple Point Set Registration Algorithm. ICPR 2000: 5007-5010 - [c18]Mohammed Bennamoun, Pi-chi Chou, Espen Norheim, Michael O'Loan:
Three-dimensional hybrid edge detection. VCIP 2000: 1147-1154 - [c17]George J. Mamic, Mohammed Bennamoun:
Review of 3D object representation techniques for automatic object recognition. VCIP 2000: 1185-1197
1990 – 1999
- 1999
- [j2]Jasmine Banks, Mohammed Bennamoun, Peter Corke:
Fast and Robust Stereo Matching Algorithms for Mining Automation. Digit. Signal Process. 9(3): 137-148 (1999) - [c16]Jasmine Banks, Mohammed Bennamoun, Kurt Kubik, Peter Corke:
A constraint to improve the reliability of stereo matching using the rank transform. ICASSP 1999: 3321-3324 - [c15]Christopher Chao, D. Robert Iskander, Michael J. Collins, Brett A. Davis, Mohammed Bennamoun:
Dynamic retinal image reconstruction of the human eye. ISSPA 1999: 919-922 - 1998
- [c14]John A. Williams, Mohammed Bennamoun:
An Extended Kalman Filtering Approach to High Precision Stereo Image Matching. ICIP (2) 1998: 157-161 - [c13]John A. Williams, Mohammed Bennamoun:
A non-linear filtering approach to image matching. ICPR 1998: 1-3 - [c12]Yihui Lu, Kurt Kubik, Mohammed Bennamoun:
Image segmentation and image matching for 3D terrain reconstruction. ICPR 1998: 1535-1537 - [c11]Jasmine Banks, Mohammed Bennamoun, Kurt Kubik, Peter I. Corke:
Evaluation of New and Existing Confidence Measures for Stereo Matching. IVCNZ 1998: 252-261 - [c10]Yuk Ying Chung, Man To Wong, Neil W. Bergmann, Mohammed Bennamoun:
Implementing neural network in custom computers. SMC 1998: 1836-1841 - [c9]Yuk Ying Chung, Man To Wong, Mohammed Bennamoun:
Handwritten character recognition by contour sequence moments and neural network. SMC 1998: 4184-4188 - [c8]A. Cheung, Mohammed Bennamoun, Neil W. Bergmann:
A recognition-based Arabic optical character recognition system. SMC 1998: 4189-4194 - [c7]Mohammed Bennamoun, Adriana Bodnarova:
Automatic visual inspection and flaw detection in textile materials: past, present and future. SMC 1998: 4340-4343 - [c6]Adriana Bodnarova, Mohammed Bennamoun, Kurt Kubik:
Defect detection in textile materials based on aspects of the HVS. SMC 1998: 4423-4428 - [c5]Yihui Lu, Kurt Kubik, Mohammed Bennamoun:
3D terrain reconstruction using compound techniques. Visual Information Processing 1998: 360-368 - 1997
- [j1]Mohammed Bennamoun, Boualem Boashash:
A structural-description-based vision system for automatic object recognition. IEEE Trans. Syst. Man Cybern. Part B 27(6): 893-906 (1997) - [c4]Mohammed Bennamoun:
Application of Time-Frequency Signal Analysis to Motion Estimation. ICIP (2) 1997: 148-151 - 1994
- [c3]Mohammed Bennamoun:
A contour-based part segmentation algorithm. ICASSP (5) 1994: 41-44 - [c2]Mohammed Bennamoun, Boualem Boashash:
Integrataion of a Part Segmentation Based Vision System. ICIP (3) 1994: 513-517 - 1991
- [c1]Mohammed Bennamoun, Ahmad A. Masoud, M. A. Ramsay, Mohamed M. Bayoumi:
Avoidance of unknown obstacles using proximity fields. IROS 1991: 435-440
Coauthor Index
Samet Akcay
aka: Samet Akçay
aka: Samet Akçay
[j196] [j192] [j191] [c188] [c187] [c185] [i111] [i110] [i103] [i102] [j185] [j182] [j180] [j175] [j171] [j168] [j167] [j166] [j164] [j161] [c183] [c181] [c180] [c178] [c175] [d2] [i98] [i95] [i93] [j159] [j149] [j147] [j144] [j143] [c173] [c170] [i84] [i83] [i80] [i79] [i78] [i77] [i76] [i75] [i74] [i73] [j136] [j128] [j127] [c166] [c165] [i64] [i56] [j123] [j120] [j116] [j115] [j113] [i49] [i43] [c153] [c149] [p1] [i27] [j101] [j99] [j93] [j89] [j88] [c146] [c141] [j82] [j78] [c133] [i16] [i15] [i14] [i11] [j69] [j68] [j67] [j65] [c125] [c123] [i9] [j56] [j55] [j53] [c113] [c111] [c108] [c107] [c100] [c90] [c89]
Syed M. S. Islam
aka: Syed Mohammed Shamsul Islam
aka: Syed Mohammed Shamsul Islam
Mohammad A. A. K. Jalwana
aka: M. A. Asim K. Jalwana
aka: M. A. Asim K. Jalwana
Ajmal Mian
aka: Ajmal S. Mian
aka: Ajmal S. Mian
[j200] [j197] [j193] [c190] [c189] [i113] [i108] [i104] [j179] [c182] [c174] [i92] [j151] [j142] [j141] [i89] [j133] [j131] [j124] [c164] [i66] [i61] [j121] [j119] [j117] [j112] [j111] [c162] [c161] [c160] [c158] [c157] [i53] [i52] [i44] [i38] [i37] [i36] [j110] [j106] [j102] [c148] [p3] [b2] [j101] [j100] [j97] [j96] [j95] [c144] [c142] [c140] [c139] [c138] [c137] [i20] [j82] [c134] [i17] [j69] [j68] [j55] [c108] [c100] [c90] [c89]
Ferdous Sohel
aka: Ferdous Ahmed Sohel
aka: Ferdous Ahmed Sohel
[j195] [c187] [i110] [i105] [i102] [j185] [j167] [j160] [j154] [j150] [j147] [c172] [i86] [j139] [j138] [j136] [j135] [j134] [j133] [j132] [c165] [i64] [j123] [j120] [j116] [j115] [j113] [i50] [i40] [j109] [j105] [j104] [c156] [c154] [c153] [c152] [c151] [c150] [c149] [p3] [p1] [i29] [i27] [i23] [j99] [j93] [j92] [j89] [j88] [j87] [c146] [c141] [c136] [i20] [j83] [j81] [j78] [j76] [j75] [c134] [c133] [c132] [c130] [c127] [i17] [i16] [i11] [j74] [j72] [j71] [j66] [j63] [j62] [c125] [c123] [c122] [c121] [c120] [i10] [i9] [i8] [j58] [j54] [j53] [j51] [c118] [c117] [c113] [c112] [c110] [c109] [c107] [c106] [c105] [c104] [i7] [i5] [j50] [j47] [c103] [c101] [c99] [c98] [c95] [c94] [j46] [c92] [c91] [c87] [c85] [i4] [j35] [j32] [c59]
[j187] [j183] [j174] [j167] [j162] [j146] [i87] [j133] [j125] [i70] [i69] [i59] [i58] [i50] [i48] [i47] [i45] [b3] [j108] [c154] [c151] [c150] [p3] [i32] [i29] [j98] [j94] [j90] [j87] [c145] [c143] [c136] [i21] [i20] [i19] [i18] [j86] [j85] [j80] [j79] [j76] [c134] [c129] [c128] [c127] [i17] [i13] [i12] [j71] [j66] [j62] [c126] [c124] [c122] [i10] [j54] [c119] [c118] [c117] [c115] [c114] [c106] [i7] [i5] [c101] [c98] [c95] [c84] [j37] [c83] [j24] [c69] [c68] [c64] [c61] [c55]
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