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2020 – today
- 2024
[j44]Minglang Qiao, Yufan Liu, Mai Xu
, Xin Deng, Bing Li, Weiming Hu, Ali Borji:
Joint Learning of Audio-Visual Saliency Prediction and Sound Source Localization on Multi-face Videos. Int. J. Comput. Vis. 132(6): 2003-2025 (2024)- [c59]Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo:
SalFoM: Dynamic Saliency Prediction with Video Foundation Models. ICPR (22) 2024: 33-48 - [i86]Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo:
SalFoM: Dynamic Saliency Prediction with Video Foundation Models. CoRR abs/2404.03097 (2024) - [i85]Ali Borji:
Addressing a fundamental limitation in deep vision models: lack of spatial attention. CoRR abs/2407.01782 (2024) - [i84]Andrey Moskalenko, Alexey Bryncev, Dmitriy S. Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei Zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli:
AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. CoRR abs/2409.14827 (2024) - [i83]Ali Borji:
A Note on Shumailov et al. (2024): 'AI Models Collapse When Trained on Recursively Generated Data'. CoRR abs/2410.12954 (2024) - 2023
- [j43]Ali Borji:
Qualitative failures of image generation models and their application in detecting deepfakes. Image Vis. Comput. 137: 104771 (2023) - [i82]Ali Borji:
BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models. CoRR abs/2301.12032 (2023) - [i81]Ali Borji:
Diverse, Difficult, and Odd Instances (D2O): A New Test Set for Object Classification. CoRR abs/2301.12527 (2023) - [i80]Ali Borji:
A Categorical Archive of ChatGPT Failures. CoRR abs/2302.03494 (2023) - [i79]Ali Borji:
Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes. CoRR abs/2304.06470 (2023) - [i78]Ali Borji:
Key-Value Transformer. CoRR abs/2305.19129 (2023) - [i77]Ali Borji:
FLORIDA: Fake-looking Real Images Dataset. CoRR abs/2311.10931 (2023) - 2022
- [j42]Ali Borji:
Pros and cons of GAN evaluation measures: New developments. Comput. Vis. Image Underst. 215: 103329 (2022) - [j41]Ming-Ming Cheng, Shang-Hua Gao, Ali Borji, Yong-Qiang Tan, Zheng Lin, Meng Wang:
A Highly Efficient Model to Study the Semantics of Salient Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8006-8021 (2022) - [j40]Samad Zabihi, Hamed R. Tavakoli, Ali Borji, Eghbal G. Mansoori:
A compact deep architecture for real-time saliency prediction. Signal Process. Image Commun. 104: 116671 (2022) - [j39]Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Xiongkuo Min, Guodong Guo, Patrick Le Callet:
SMGEA: A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1051-1065 (2022) - [c58]Mohamed Elfeki, Liqiang Wang, Ali Borji:
Multi-stream dynamic video Summarization. WACV 2022: 185-195 - [d1]Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet:
Transformed Saliency Dataset. IEEE DataPort, 2022
- [i76]Ali Borji:
Overparametrization improves robustness against adversarial attacks: A replication study. CoRR abs/2202.09735 (2022) - [i75]Ali Borji:
CNNs and Transformers Perceive Hybrid Images Similar to Humans. CoRR abs/2203.11678 (2022) - [i74]Ali Borji:
Sensitivity of Average Precision to Bounding Box Perturbations. CoRR abs/2206.10107 (2022) - [i73]Ali Borji:
Complementary datasets to COCO for object detection. CoRR abs/2206.11473 (2022) - [i72]Ali Borji, Sikun Lin:
SplitMixer: Fat Trimmed From MLP-like Models. CoRR abs/2207.10255 (2022) - [i71]Ali Borji:
Is current research on adversarial robustness addressing the right problem? CoRR abs/2208.00539 (2022) - [i70]Ali Borji:
A New Kind of Adversarial Example. CoRR abs/2208.02430 (2022) - [i69]Ali Borji:
How good are deep models in understanding the generated images? CoRR abs/2208.10760 (2022) - [i68]Ali Borji:
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2. CoRR abs/2210.00586 (2022) - [i67]Ali Borji:
Logits are predictive of network type. CoRR abs/2211.02272 (2022) - 2021
- [j38]Wenguan Wang, Jianbing Shen, Jianwen Xie, Ming-Ming Cheng, Haibin Ling, Ali Borji:
Revisiting Video Saliency Prediction in the Deep Learning Era. IEEE Trans. Pattern Anal. Mach. Intell. 43(1): 220-237 (2021) - [j37]Ali Borji:
Saliency Prediction in the Deep Learning Era: Successes and Limitations. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 679-700 (2021) - [j36]Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Yuan Tian, Guodong Guo, Patrick Le Callet:
Adversarial Attack Against Deep Saliency Models Powered by Non-Redundant Priors. IEEE Trans. Image Process. 30: 1973-1988 (2021) - [j35]Yingjie Zhai, Deng-Ping Fan, Jufeng Yang, Ali Borji, Ling Shao, Junwei Han, Liang Wang:
Bifurcated Backbone Strategy for RGB-D Salient Object Detection. IEEE Trans. Image Process. 30: 8727-8742 (2021) - [j34]Minglang Qiao, Mai Xu, Zulin Wang, Ali Borji:
Viewport-Dependent Saliency Prediction in 360° Video. IEEE Trans. Multim. 23: 748-760 (2021) - [c57]Ali Borji:
Shape Defense. ICBINB@NeurIPS 2021: 15-20 - [c56]Ali Borji:
Contemplating Real-World Object Classification. ICLR 2021 - [i66]Ali Borji:
Contemplating real-world object classification. CoRR abs/2103.05137 (2021) - [i65]Ali Borji:
Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS. CoRR abs/2103.05251 (2021) - [i64]Ali Borji:
Pros and Cons of GAN Evaluation Measures: New Developments. CoRR abs/2103.09396 (2021) - [i63]Yufan Liu, Minglang Qiao, Mai Xu, Bing Li, Weiming Hu, Ali Borji:
Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model. CoRR abs/2103.15438 (2021) - [i62]Minglang Qiao, Yufan Liu, Mai Xu, Xin Deng, Bing Li, Weiming Hu, Ali Borji:
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos. CoRR abs/2111.08567 (2021) - 2020
- [j33]Mai Xu, Ali Borji, Ce Zhu, Edward J. Delp, Marta Mrak, Patrick Le Callet:
Introduction to the Issue on Perception-Driven 360° Video Processing. IEEE J. Sel. Top. Signal Process. 14(1): 2-4 (2020) - [j32]Wenguan Wang, Jianbing Shen, Xingping Dong, Ali Borji, Ruigang Yang:
Inferring Salient Objects from Human Fixations. IEEE Trans. Pattern Anal. Mach. Intell. 42(8): 1913-1927 (2020) - [j31]Shiva Kamkar, Fatemeh Ghezloo, Hamid Abrishami Moghaddam, Ali Borji, Reza Lashgari:
Multiple-target tracking in human and machine vision. PLoS Comput. Biol. 16(4) (2020) - [j30]Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet:
How is Gaze Influenced by Image Transformations? Dataset and Model. IEEE Trans. Image Process. 29: 2287-2300 (2020) - [j29]Lihe Zhang, Jie Wu, Tiantian Wang, Ali Borji, Guohua Wei, Huchuan Lu:
A Multistage Refinement Network for Salient Object Detection. IEEE Trans. Image Process. 29: 3534-3545 (2020) - [c55]Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Patrick Le Callet:
A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories. AAAI 2020: 3405-3413 - [c54]Deng-Ping Fan, Yingjie Zhai, Ali Borji, Jufeng Yang, Ling Shao:
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network. ECCV (12) 2020: 275-292 - [c53]Yufan Liu, Minglang Qiao, Mai Xu, Bing Li, Weiming Hu, Ali Borji:
Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model. ECCV (20) 2020: 413-429 - [c52]Hamed Rezazadegan Tavakoli, Ali Borji, Juho Kannala, Esa Rahtu:
Deep Audio-Visual Saliency: Baseline Model and Data. ETRA Short Papers 2020: 23:1-23:5 - [c51]Ali Borji, Sikun Lin:
White Noise Analysis of Neural Networks. ICLR 2020 - [i61]Ali Borji:
ObjectNet Dataset: Reanalysis and Correction. CoRR abs/2004.02042 (2020) - [i60]Ali Borji:
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors. CoRR abs/2004.02877 (2020) - [i59]Ali Borji:
Harnessing adversarial examples with a surprisingly simple defense. CoRR abs/2004.13013 (2020) - [i58]Ali Borji:
Adversarial examples are useful too! CoRR abs/2005.06107 (2020) - [i57]Deng-Ping Fan, Yingjie Zhai, Ali Borji, Jufeng Yang, Ling Shao:
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network. CoRR abs/2007.02713 (2020) - [i56]Samad Zabihi, Hamed Rezazadegan Tavakoli, Ali Borji:
A Compact Deep Architecture for Real-time Saliency Prediction. CoRR abs/2008.13227 (2020) - [i55]Ali Borji:
Shape Defense. CoRR abs/2008.13336 (2020)
2010 – 2019
- 2019
- [j28]Ali Borji:
Pros and cons of GAN evaluation measures. Comput. Vis. Image Underst. 179: 41-65 (2019) - [j27]Krishna Regmi, Ali Borji:
Cross-view image synthesis using geometry-guided conditional GANs. Comput. Vis. Image Underst. 187 (2019) - [j26]Ali Borji, Ming-Ming Cheng, Qibin Hou, Huaizu Jiang, Jia Li:
Salient object detection: A survey. Comput. Vis. Media 5(2): 117-150 (2019) - [j25]Huaizu Jiang, Ming-Ming Cheng, Shi-Jie Li, Ali Borji, Jingdong Wang:
Joint salient object detection and existence prediction. Frontiers Comput. Sci. 13(4): 778-788 (2019) - [j24]Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr:
Deeply Supervised Salient Object Detection with Short Connections. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 815-828 (2019) - [j23]Shervin Ardeshir, Ali Borji:
Egocentric Meets Top-View. IEEE Trans. Pattern Anal. Mach. Intell. 41(6): 1353-1366 (2019) - [c50]Wenguan Wang, Shuyang Zhao, Jianbing Shen, Steven C. H. Hoi, Ali Borji:
Salient Object Detection With Pyramid Attention and Salient Edges. CVPR 2019: 1448-1457 - [c49]Sen He, Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault:
Understanding and Visualizing Deep Visual Saliency Models. CVPR 2019: 10206-10215 - [c48]Sen He, Hamed Rezazadegan Tavakoli, Ali Borji, Nicolas Pugeault:
Human Attention in Image Captioning: Dataset and Analysis. ICCV 2019: 8528-8537 - [c47]Hamed Rezazadegan Tavakoli, Esa Rahtu, Juho Kannala, Ali Borji:
Digging Deeper Into Egocentric Gaze Prediction. WACV 2019: 273-282 - [c46]Mohamed Elfeki, Ali Borji:
Video Summarization Via Actionness Ranking. WACV 2019: 754-763 - [c45]Cecilia La Place, Aisha Urooj Khan, Ali Borji:
Segmenting Sky Pixels in Images: Analysis and Comparison. WACV 2019: 1734-1742 - [i54]Mohamed Elfeki, Ali Borji:
Video Summarization via Actionness Ranking. CoRR abs/1903.00110 (2019) - [i53]Sen He, Hamed R. Tavakoli, Ali Borji, Nicolas Pugeault:
A Synchronized Multi-Modal Attention-Caption Dataset and Analysis. CoRR abs/1903.02499 (2019) - [i52]Sen He, Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault:
Understanding and Visualizing Deep Visual Saliency Models. CoRR abs/1903.02501 (2019) - [i51]Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Guodong Guo, Patrick Le Callet:
Adversarial Attacks against Deep Saliency Models. CoRR abs/1904.01231 (2019) - [i50]Hamed R. Tavakoli, Esa Rahtu, Juho Kannala, Ali Borji:
Digging Deeper into Egocentric Gaze Prediction. CoRR abs/1904.06090 (2019) - [i49]Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet:
GazeGAN: A Generative Adversarial Saliency Model based on Invariance Analysis of Human Gaze During Scene Free Viewing. CoRR abs/1905.06803 (2019) - [i48]Hamed R. Tavakoli, Ali Borji, Esa Rahtu, Juho Kannala:
DAVE: A Deep Audio-Visual Embedding for Dynamic Saliency Prediction. CoRR abs/1905.10693 (2019) - [i47]Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Patrick Le Callet:
A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories. CoRR abs/1911.07682 (2019) - [i46]Ali Borji, Seyed Mehdi Iranmanesh:
Empirical Upper Bound in Object Detection and More. CoRR abs/1911.12451 (2019) - [i45]Ali Borji, Sikun Lin:
White Noise Analysis of Neural Networks. CoRR abs/1912.12106 (2019) - 2018
- [j22]Shervin Ardeshir, Ali Borji:
An exocentric look at egocentric actions and vice versa. Comput. Vis. Image Underst. 171: 61-68 (2018) - [j21]Ali Borji:
Negative results in computer vision: A perspective. Image Vis. Comput. 69: 1-8 (2018) - [j20]Yu Zeng, Mengyang Feng, Huchuan Lu, Gang Yang, Ali Borji:
An Unsupervised Game-Theoretic Approach to Saliency Detection. IEEE Trans. Image Process. 27(9): 4545-4554 (2018) - [j19]Dingwen Zhang, Huazhu Fu, Junwei Han, Ali Borji, Xuelong Li:
A Review of Co-Saliency Detection Algorithms: Fundamentals, Applications, and Challenges. ACM Trans. Intell. Syst. Technol. 9(4): 38:1-38:31 (2018) - [c44]Yu Zeng, Huchuan Lu, Lihe Zhang, Mengyang Feng, Ali Borji:
Learning to Promote Saliency Detectors. CVPR 2018: 1644-1653 - [c43]Wenguan Wang, Jianbing Shen, Xingping Dong, Ali Borji:
Salient Object Detection Driven by Fixation Prediction. CVPR 2018: 1711-1720 - [c42]Tiantian Wang, Lihe Zhang, Shuo Wang, Huchuan Lu, Gang Yang, Xiang Ruan, Ali Borji:
Detect Globally, Refine Locally: A Novel Approach to Saliency Detection. CVPR 2018: 3127-3135 - [c41]Krishna Regmi, Ali Borji:
Cross-View Image Synthesis Using Conditional GANs. CVPR 2018: 3501-3510 - [c40]Aisha Urooj Khan, Ali Borji:
Analysis of Hand Segmentation in the Wild. CVPR 2018: 4710-4719 - [c39]Wenguan Wang, Jianbing Shen, Fang Guo, Ming-Ming Cheng, Ali Borji:
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model. CVPR 2018: 4894-4903 - [c38]Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu, Shanghua Gao, Qibin Hou, Ali Borji:
Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground. ECCV (15) 2018: 196-212 - [c37]Shervin Ardeshir, Ali Borji:
Integrating Egocentric Videos in Top-View Surveillance Videos: Joint Identification and Temporal Alignment. ECCV (11) 2018: 300-317 - [c36]Aidean Sharghi, Ali Borji, Chengtao Li, Tianbao Yang, Boqing Gong:
Improving Sequential Determinantal Point Processes for Supervised Video Summarization. ECCV (3) 2018: 533-550 - [c35]Shengli Hu, Ali Borji:
Understanding Perceptual and Conceptual Fluency at a Large Scale. ECCV (16) 2018: 697-712 - [c34]Hamed R. Tavakoli, Ali Borji, Rao Muhammad Anwer, Esa Rahtu, Juho Kannala:
Bottom-Up Attention Guidance for Recurrent Image Recognition. ICIP 2018: 3004-3008 - [c33]Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji:
Enhanced-alignment Measure for Binary Foreground Map Evaluation. IJCAI 2018: 698-704 - [c32]Wei-Ta Chu, Kai-Chia Ho, Ali Borji:
Visual Weather Temperature Prediction. WACV 2018: 234-241 - [i44]Wenguan Wang, Jianbing Shen, Fang Guo, Ming-Ming Cheng, Ali Borji:
Revisiting Video Saliency: A Large-scale Benchmark and a New Model. CoRR abs/1801.07424 (2018) - [i43]Wei-Ta Chu, Kai-Chia Ho, Ali Borji:
Visual Weather Temperature Prediction. CoRR abs/1801.08267 (2018) - [i42]Ali Borji:
Pros and Cons of GAN Evaluation Measures. CoRR abs/1802.03446 (2018) - [i41]Aisha Urooj Khan, Ali Borji:
Analysis of Hand Segmentation in the Wild. CoRR abs/1803.03317 (2018) - [i40]Krishna Regmi, Ali Borji:
Cross-View Image Synthesis using Conditional GANs. CoRR abs/1803.03396 (2018) - [i39]Sen He, Ali Borji, Yang Mi, Nicolas Pugeault:
What Catches the Eye? Visualizing and Understanding Deep Saliency Models. CoRR abs/1803.05753 (2018) - [i38]Deng-Ping Fan, Jiang-Jiang Liu, Shanghua Gao, Qibin Hou, Ali Borji, Ming-Ming Cheng:
Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground. CoRR abs/1803.06091 (2018) - [i37]Qibin Hou, Jiang-Jiang Liu, Ming-Ming Cheng, Ali Borji, Philip H. S. Torr:
Three Birds One Stone: A Unified Framework for Salient Object Segmentation, Edge Detection and Skeleton Extraction. CoRR abs/1803.09860 (2018) - [i36]Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji:
Enhanced-alignment Measure for Binary Foreground Map Evaluation. CoRR abs/1805.10421 (2018) - [i35]Changqun Xia, Jia Li, Jinming Su, Ali Borji:
Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments. CoRR abs/1806.10257 (2018) - [i34]Aidean Sharghi, Ali Borji, Chengtao Li, Tianbao Yang, Boqing Gong:
Improving Sequential Determinantal Point Processes for Supervised Video Summarization. CoRR abs/1807.10957 (2018) - [i33]Krishna Regmi, Ali Borji:
Cross-view image synthesis using geometry-guided conditional GANs. CoRR abs/1808.05469 (2018) - [i32]Ali Borji:
Saliency Prediction in the Deep Learning Era: An Empirical Investigation. CoRR abs/1810.03716 (2018) - [i31]Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min:
Invariance Analysis of Saliency Models versus Human Gaze During Scene Free Viewing. CoRR abs/1810.04456 (2018) - [i30]Ali Borji, Hamed R. Tavakoli, Zoya Bylinskii:
Bottom-up Attention, Models of. CoRR abs/1810.05680 (2018) - [i29]Mohamed Elfeki, Krishna Regmi, Shervin Ardeshir, Ali Borji:
From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval. CoRR abs/1812.00104 (2018) - [i28]Mohamed Elfeki, Aidean Sharghi, Srikrishna Karanam, Ziyan Wu, Ali Borji:
Multi-View Egocentric Video Summarization. CoRR abs/1812.00108 (2018) - 2017
- [j18]Hamed Rezazadegan Tavakoli, Ali Borji, Jorma Laaksonen, Esa Rahtu:
Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features. Neurocomputing 244: 10-18 (2017) - [c31]Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr:
Deeply Supervised Salient Object Detection with Short Connections. CVPR 2017: 5300-5309 - [c30]Hamed R. Tavakoli, Fawad Ahmed, Ali Borji, Jorma Laaksonen:
Saliency Revisited: Analysis of Mouse Movements Versus Fixations. CVPR 2017: 6354-6362 - [c29]Hamed R. Tavakoli, Rakshith Shetty, Ali Borji, Jorma Laaksonen:
Paying Attention to Descriptions Generated by Image Captioning Models. ICCV 2017: 2506-2515 - [c28]Tiantian Wang, Ali Borji, Lihe Zhang, Pingping Zhang, Huchuan Lu:
A Stagewise Refinement Model for Detecting Salient Objects in Images. ICCV 2017: 4039-4048 - [c27]Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji:
Structure-Measure: A New Way to Evaluate Foreground Maps. ICCV 2017: 4558-4567 - [c26]Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji:
Egocentric Height Estimation. WACV 2017: 1142-1150 - [i27]Hamed Rezazadegan Tavakoli, Rakshith Shetty, Ali Borji, Jorma Laaksonen:
Can Saliency Information Benefit Image Captioning Models? CoRR abs/1704.07434 (2017) - [i26]Ali Borji:
Negative Results in Computer Vision: A Perspective. CoRR abs/1705.04402 (2017) - [i25]Hung Le, Ali Borji:
What are the Receptive, Effective Receptive, and Projective Fields of Neurons in Convolutional Neural Networks? CoRR abs/1705.07049 (2017) - [i24]Hamed R. Tavakoli, Fawad Ahmed, Ali Borji, Jorma Laaksonen:
Saliency Revisited: Analysis of Mouse Movements versus Fixations. CoRR abs/1705.10546 (2017) - [i23]Ali Borji, Aysegul Dundar:
A new look at clustering through the lens of deep convolutional neural networks. CoRR abs/1706.05048 (2017) - [i22]Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Ali Borji:
Structure-measure: A New Way to Evaluate Foreground Maps. CoRR abs/1708.00786 (2017) - [i21]Yu Zeng, Huchuan Lu, Ali Borji, Mengyang Feng:
An Unsupervised Game-Theoretic Approach to Saliency Detection. CoRR abs/1708.02476 (2017) - [i20]Yu Zeng, Huchuan Lu, Ali Borji:
Statistics of Deep Generated Images. CoRR abs/1708.02688 (2017) - [i19]Cecilia La Place, Aisha Urooj Khan, Ali Borji:
Segmenting Sky Pixels in Images. CoRR abs/1712.09161 (2017) - 2016
- [j17]Jingwei Wang, Ali Borji, C.-C. Jay Kuo, Laurent Itti:
Learning a Combined Model of Visual Saliency for Fixation Prediction. IEEE Trans. Image Process. 25(4): 1566-1579 (2016) - [j16]Ali Borji, James Tanner:
Reconciling Saliency and Object Center-Bias Hypotheses in Explaining Free-Viewing Fixations. IEEE Trans. Neural Networks Learn. Syst. 27(6): 1214-1226 (2016) - [j15]Wei Zhang, Ali Borji, Zhou Wang, Patrick Le Callet, Hantao Liu:
The Application of Visual Saliency Models in Objective Image Quality Assessment: A Statistical Evaluation. IEEE Trans. Neural Networks Learn. Syst. 27(6): 1266-1278 (2016) - [c25]Ali Borji, Saeed Izadi, Laurent Itti:
iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning. CVPR 2016: 2221-2230 - [c24]Shervin Ardeshir, Ali Borji:
Ego2Top: Matching Viewers in Egocentric and Top-View Videos. ECCV (5) 2016: 253-268 - [c23]Zoya Bylinskii, Adrià Recasens, Ali Borji, Aude Oliva, Antonio Torralba, Frédo Durand:
Where Should Saliency Models Look Next? ECCV (5) 2016: 809-824 - [c22]Mengyang Feng, Ali Borji, Huchuan Lu:
Fixation prediction with a combined model of bottom-up saliency and vanishing point. WACV 2016: 1-7 - [i18]Shervin Ardeshir, Ali Borji:
Ego2Top: Matching Viewers in Egocentric and Top-view Videos. CoRR abs/1607.06986 (2016) - [i17]Shervin Ardeshir, Ali Borji:
Egocentric Meets Surveillance. CoRR abs/1608.08334 (2016) - [i16]Ali Borji:
Vanishing point detection with convolutional neural networks. CoRR abs/1609.00967 (2016) - [i15]Jessica Finocchiaro, Aisha Urooj Khan, Ali Borji:
Egocentric Height Estimation. CoRR abs/1610.02714 (2016) - [i14]Hamed Rezazadegan Tavakoli, Ali Borji, Jorma Laaksonen, Esa Rahtu:
Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features. CoRR abs/1610.06449 (2016) - [i13]Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr:
Deeply supervised salient object detection with short connections. CoRR abs/1611.04849 (2016) - [i12]Seyed Sajad Mousavi, Ali Borji, Nasser Mozayani:
Learning to predict where to look in interactive environments using deep recurrent q-learning. CoRR abs/1612.05753 (2016) - [i11]Shervin Ardeshir, Krishna Regmi, Ali Borji:
EgoTransfer: Transferring Motion Across Egocentric and Exocentric Domains using Deep Neural Networks. CoRR abs/1612.05836 (2016) - 2015
- [j14]Wei Qi, Ming-Ming Cheng, Ali Borji, Huchuan Lu, Lianfa Bai:
SaliencyRank: Two-stage manifold ranking for salient object detection. Comput. Vis. Media 1(4): 309-320 (2015) - [j13]Ali Borji, Andreas Lennartz, Marc Pomplun:
What do eyes reveal about the mind?: Algorithmic inference of search targets from fixations. Neurocomputing 149: 788-799 (2015) - [j12]Zhi Liu, Olivier Le Meur, Ali Borji, Hongliang Li:
Special issue on recent advances in saliency models, applications and evaluations. Signal Process. Image Commun. 38: 1-2 (2015) - [j11]Ali Borji:
What is a Salient Object? A Dataset and a Baseline Model for Salient Object Detection. IEEE Trans. Image Process. 24(2): 742-756 (2015) - [j10]Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li:
Salient Object Detection: A Benchmark. IEEE Trans. Image Process. 24(12): 5706-5722 (2015) - [i10]Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li:
Salient Object Detection: A Benchmark. CoRR abs/1501.02741 (2015) - [i9]Ali Borji, James Tanner:
Reconciling saliency and object center-bias hypotheses in explaining free-viewing fixations. CoRR abs/1503.08853 (2015) - [i8]Ali Borji, Mengyang Feng, Huchuan Lu:
Vanishing Point Attracts Eye Movements in Scene Free-viewing. CoRR abs/1505.03578 (2015) - [i7]Ali Borji, Laurent Itti:
CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research. CoRR abs/1505.03581 (2015) - [i6]Laurent Itti, Ali Borji:
Computational models of attention. CoRR abs/1510.07182 (2015) - [i5]Laurent Itti, Ali Borji:
Computational models: Bottom-up and top-down aspects. CoRR abs/1510.07748 (2015) - [i4]Ali Borji, Saeed Izadi, Laurent Itti:
What can we learn about CNNs from a large scale controlled object dataset? CoRR abs/1512.01320 (2015) - [i3]Mengyang Feng, Ali Borji, Huchuan Lu:
Fixation prediction with a combined model of bottom-up saliency and vanishing point. CoRR abs/1512.01858 (2015) - 2014
- [j9]Ali Borji, Laurent Itti:
Optimal attentional modulation of a neural population. Frontiers Comput. Neurosci. 8: 34 (2014) - [j8]Ali Borji, Dicky N. Sihite, Laurent Itti:
What/Where to Look Next? Modeling Top-Down Visual Attention in Complex Interactive Environments. IEEE Trans. Syst. Man Cybern. Syst. 44(5): 523-538 (2014) - [c21]Ali Borji, Laurent Itti:
Human vs. Computer in Scene and Object Recognition. CVPR 2014: 113-120 - [c20]Wei Zhang, Ali Borji, Fuzheng Yang, Ping Jiang, Hantao Liu:
Studying the added value of computational saliency in objective image quality assessment. VCIP 2014: 21-24 - [i2]Ali Borji, Ming-Ming Cheng, Huaizu Jiang, Jia Li:
Salient Object Detection: A Survey. CoRR abs/1411.5878 (2014) - [i1]Ali Borji:
What is a salient object? A dataset and a baseline model for salient object detection. CoRR abs/1412.5027 (2014) - 2013
- [j7]Ali Borji, Laurent Itti:
State-of-the-Art in Visual Attention Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 35(1): 185-207 (2013) - [j6]Ali Borji, Dicky N. Sihite, Laurent Itti:
Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study. IEEE Trans. Image Process. 22(1): 55-69 (2013) - [c19]Ali Borji, Hamed Rezazadegan Tavakoli, Dicky N. Sihite, Laurent Itti:
Analysis of Scores, Datasets, and Models in Visual Saliency Prediction. ICCV 2013: 921-928 - [c18]Ali Borji, Laurent Itti:
Bayesian optimization explains human active search. NIPS 2013: 55-63 - 2012
- [c17]Ali Borji, Dicky N. Sihite, Laurent Itti:
An Object-Based Bayesian Framework for Top-Down Visual Attention. AAAI 2012: 1529-1535 - [c16]Ali Borji, Simone Frintrop, Dicky N. Sihite, Laurent Itti:
Adaptive object tracking by learning background context. CVPR Workshops 2012: 23-30 - [c15]Ali Borji:
Boosting bottom-up and top-down visual features for saliency estimation. CVPR 2012: 438-445 - [c14]Ali Borji, Dicky N. Sihite, Laurent Itti:
Probabilistic learning of task-specific visual attention. CVPR 2012: 470-477 - [c13]Ali Borji, Laurent Itti:
Exploiting local and global patch rarities for saliency detection. CVPR 2012: 478-485 - [c12]Ali Borji, Dicky N. Sihite, Laurent Itti:
Salient Object Detection: A Benchmark. ECCV (2) 2012: 414-429 - [c11]Ali Borji, Dicky N. Sihite, Laurent Itti:
Modeling the influence of action on spatial attention in visual interactive environments. ICRA 2012: 444-450 - 2011
- [j5]Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi:
Cost-sensitive learning of top-down modulation for attentional control. Mach. Vis. Appl. 22(1): 61-76 (2011) - [c10]Ali Borji, Dicky N. Sihite, Laurent Itti:
Computational Modeling of Top-down Visual Attention in Interactive Environments. BMVC 2011: 1-12 - [c9]Ali Borji, Laurent Itti:
Scene classification with a sparse set of salient regions. ICRA 2011: 1902-1908 - 2010
- [j4]AmirHossein Habibian, Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi:
A Visual Attention Model for Omnidirectional Images. Aust. J. Intell. Inf. Process. Syst. 11(2) (2010) - [j3]Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Mandana Hamidi:
Online learning of task-driven object-based visual attention control. Image Vis. Comput. 28(7): 1130-1145 (2010) - [j2]Mandana Hamidi, Ali Borji:
Invariance analysis of modified C2 features: case study - handwritten digit recognition. Mach. Vis. Appl. 21(6): 969-979 (2010) - [c8]Ali Borji, Simone Frintrop:
Learning context-based feature descriptors for object tracking. HRI 2010: 79-80 - [c7]Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi:
Simultaneous learning of spatial visual attention and physical actions. IROS 2010: 1270-1276
2000 – 2009
- 2009
- [c6]Ali Borji, Majid Nili Ahmadabadi, Babak Nadjar Araabi:
Learning sequential visual attention control through dynamic state space discretization. ICRA 2009: 2258-2263 - [c5]Mostafa Ajallooeian, Ali Borji, Babak Nadjar Araabi, Majid Nili Ahmadabadi, Hadi Moradi:
Fast Hand gesture recognition based on saliency maps: An application to interactive robotic marionette playing. RO-MAN 2009: 841-847 - 2008
- [j1]Ali Borji, Mandana Hamidi, Fariborz Mahmoudi:
Robust Handwritten Character Recognition with Features Inspired by Visual Ventral Stream. Neural Process. Lett. 28(2): 97-111 (2008) - [c4]Ali Borji, Mansoor Zolghadri Jahromi:
Evolving Weighting Functions for Query Expansion Based on Relevance Feedback. APWeb 2008: 233-238 - [c3]Ali Borji:
A New Method for Synthetic Face Generation Using Spline Curves. ICVW 2008: 14-23 - 2007
- [c2]Ali Borji:
Combining Heterogeneous Classifiers for Network Intrusion Detection. ASIAN 2007: 254-260 - [c1]Ali Borji:
A New Global Optimization Algorithm Inspired by Parliamentary Political Competitions. MICAI 2007: 61-71
Coauthor Index
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