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2020 – today
- 2024
[j26]Inder Pal Singh
, Enjie Ghorbel, Oyebade Kayode Oyedotun, Djamila Aouada:
Multi-label image classification using adaptive graph convolutional networks: From a single domain to multiple domains. Comput. Vis. Image Underst. 247: 104062 (2024)- [j25]Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada:
Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods. Expert Syst. Appl. 256: 124922 (2024) - [j24]Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh:
DermSynth3D: Synthesis of in-the-wild annotated dermatology images. Medical Image Anal. 95: 103145 (2024) - [j23]Marcella Astrid, Muhammad Zaigham Zaheer, Djamila Aouada, Seung-Ik Lee:
Exploiting autoencoder's weakness to generate pseudo anomalies. Neural Comput. Appl. 36(23): 14075-14091 (2024) - [c94]Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, Djamila Aouada:
CAD-SIGNet: CAD Language Inference from Point Clouds Using Layer-Wise Sketch Instance Guided Attention. CVPR 2024: 4713-4722 - [c93]Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek, Anis Kacem, Djamila Aouada:
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity. CVPR Workshops 2024: 8032-8039 - [c92]Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada:
LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection. CVPR 2024: 17395-17405 - [c91]Nesryne Mejri, Pavel Chernakov, Polina Kuleshova, Enjie Ghorbel, Djamila Aouada:
Facial Region-Based Ensembling for Unsupervised Temporal Deepfake Localization. ICME 2024: 1-6 - [c90]Arunkumar Rathinam, Haytam Qadadri, Djamila Aouada:
SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing. ICRA 2024: 11760-11766 - [c89]Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada:
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. WACV 2024: 2616-2625 - [c88]Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada:
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification. WACV 2024: 3924-3933 - [c87]Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada:
Self-Supervised Learning for Place Representation Generalization across Appearance Changes. WACV 2024: 7433-7443 - [i43]Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada:
LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection. CoRR abs/2401.13856 (2024) - [i42]Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, Djamila Aouada:
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. CoRR abs/2402.17678 (2024) - [i41]Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek, Anis Kacem, Djamila Aouada:
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity. CoRR abs/2404.12403 (2024) - [i40]Marcella Astrid, Muhammad Zaigham Zaheer, Djamila Aouada, Seung-Ik Lee:
Exploiting Autoencoder's Weakness to Generate Pseudo Anomalies. CoRR abs/2405.05886 (2024) - [i39]Marcella Astrid, Enjie Ghorbel, Djamila Aouada:
Targeted Augmented Data for Audio Deepfake Detection. CoRR abs/2407.07598 (2024) - [i38]Marcella Astrid, Enjie Ghorbel, Djamila Aouada:
Statistics-aware Audio-visual Deepfake Detector. CoRR abs/2407.11650 (2024) - [i37]Elona Dupont, Kseniya Cherenkova, Dimitrios Mallis, Gleb Gusev, Anis Kacem, Djamila Aouada:
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds. CoRR abs/2407.12702 (2024) - [i36]Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, Djamila Aouada:
PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision. CoRR abs/2407.13394 (2024) - [i35]Marcella Astrid, Enjie Ghorbel, Djamila Aouada:
Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies. CoRR abs/2408.06753 (2024) - [i34]Jose Sosa, Mohamed Aloulou, Danila Rukhovich, Rim Sleimi, Boonyarit Changaival, Anis Kacem, Djamila Aouada:
How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks? CoRR abs/2409.18536 (2024) - 2023
- [j22]Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada:
A new perspective for understanding generalization gap of deep neural networks trained with large batch sizes. Appl. Intell. 53(12): 15621-15637 (2023) - [j21]Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada, Yves Le Traon:
CalcGraph: taming the high costs of deep learning using models. Softw. Syst. Model. 22(4): 1151-1174 (2023) - [j20]Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada:
Why Is Everyone Training Very Deep Neural Network With Skip Connections? IEEE Trans. Neural Networks Learn. Syst. 34(9): 5961-5975 (2023) - [c86]Joe Lorentz, Thomas Hartmann, Assaad Moawad, Djamila Aouada:
Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data. COINS 2023: 1-6 - [c85]Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada:
SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. CVPR Workshops 2023: 2727-2735 - [c84]Nesryne Mejri, Enjie Ghorbel, Djamila Aouada:
UNTAG: Learning Generic Features for Unsupervised Type-Agnostic Deepfake Detection. ICASSP 2023: 1-5 - [c83]Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada:
SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. ICCV (Workshops) 2023: 1778-1787 - [c82]Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker:
DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport. ICCV (Workshops) 2023: 4519-4528 - [c81]Vincent Gaudillière, Leo Pauly, Arunkumar Rathinam, Albert García Sanchez, Mohamed Adel Musallam, Djamila Aouada:
3D-Aware Object Localization using Gaussian Implicit Occupancy Function. IROS 2023: 5858-5863 - [c80]Inder Pal Singh, Nesryne Mejri, Van Dat Nguyen, Enjie Ghorbel, Djamila Aouada:
Multi-Label Deepfake Classification. MMSP 2023: 1-5 - [c79]Elona Dupont, Inder Pal Singh, Laura Lopez-Fuentes, Sk Aziz Ali, Anis Kacem, Enjie Ghorbel, Djamila Aouada:
You Can Dance! Generating Music-Conditioned Dances on Real 3D Scans. VISIGRAPP (4: VISAPP) 2023: 459-466 - [e1]KC Santosh, Ayush Goyal, Djamila Aouada, Aaisha Makkar, Yao-Yi Chiang, Satish Kumar Singh:
Recent Trends in Image Processing and Pattern Recognition - 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 1-2, 2022, Revised Selected Papers. Communications in Computer and Information Science 1704, Springer 2023, ISBN 978-3-031-23598-6 [contents] - [i33]Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada:
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains. CoRR abs/2301.04494 (2023) - [i32]Inder Pal Singh, Enjie Ghorbel, Anis Kacem, Arunkumar Rathinam, Djamila Aouada:
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification. CoRR abs/2301.10611 (2023) - [i31]Vincent Gaudillière, Leo Pauly, Arunkumar Rathinam, Albert García Sanchez, Mohamed Adel Musallam, Djamila Aouada:
3D-Aware Object Localization using Gaussian Implicit Occupancy Function. CoRR abs/2303.02058 (2023) - [i30]Mohamed Adel Musallam, Vincent Gaudillière, Djamila Aouada:
Self-Supervised Learning for Place Representation Generalization across Appearance Changes. CoRR abs/2303.02370 (2023) - [i29]Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada:
SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. CoRR abs/2304.06531 (2023) - [i28]Leo Pauly, Wassim Rharbaoui, Carl Shneider, Arunkumar Rathinam, Vincent Gaudillière, Djamila Aouada:
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects. CoRR abs/2305.07348 (2023) - [i27]Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh:
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images. CoRR abs/2305.12621 (2023) - [i26]Carl Shneider, Peyman Rostami, Anis Kacem, Nilotpal Sinha, Abd El Rahman Shabayek, Djamila Aouada:
Impact of Disentanglement on Pruning Neural Networks. CoRR abs/2307.09994 (2023) - [i25]Michele Lynn Jamrozik, Vincent Gaudillière, Mohamed Adel Musallam, Djamila Aouada:
Space Debris: Are Deep Learning-based Image Enhancements part of the Solution? CoRR abs/2308.00408 (2023) - [i24]Sk Aziz Ali, Djamila Aouada, Gerd Reis, Didier Stricker:
DELO: Deep Evidential LiDAR Odometry using Partial Optimal Transport. CoRR abs/2308.07153 (2023) - [i23]Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada:
SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. CoRR abs/2308.15966 (2023) - [i22]Nilotpal Sinha, Abd El Rahman Shabayek, Anis Kacem, Peyman Rostami, Carl Shneider, Djamila Aouada:
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. CoRR abs/2311.03923 (2023) - [i21]Arunkumar Rathinam, Haytam Qadadri, Djamila Aouada:
SPADES: A Realistic Spacecraft Pose Estimation Dataset using Event Sensing. CoRR abs/2311.05310 (2023) - 2022
- [c78]Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada:
CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. 3DV 2022: 114-123 - [c77]Joe Lorentz, Assaad Moawad, Thomas Hartmann, Djamila Aouada:
Profiling the real world potential of neural network compression. COINS 2022: 1-6 - [c76]Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada:
Leveraging Equivariant Features for Absolute Pose Regression. CVPR 2022: 6866-6876 - [c75]Mohamed Adel Musallam, Arunkumar Rathinam, Vincent Gaudillière, Miguel Ortiz del Castillo, Djamila Aouada:
CubeSat-CDT: A Cross-Domain Dataset for 6-DoF Trajectory Estimation of a Symmetric Spacecraft. ECCV Workshops (1) 2022: 112-126 - [c74]Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada:
TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network. ECCV Workshops (5) 2022: 289-306 - [c73]Oyebade K. Oyedotun, Djamila Aouada:
A Closer Look at Autoencoders for Unsupervised Anomaly Detection. ICASSP 2022: 3793-3797 - [c72]Inder Pal Singh, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada:
Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN). ICIP 2022: 1806-1810 - [i20]Mohamed Adel Musallam, Vincent Gaudillière, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Djamila Aouada:
Leveraging Equivariant Features for Absolute Pose Regression. CoRR abs/2204.02163 (2022) - [i19]Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada:
TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network. CoRR abs/2208.08768 (2022) - [i18]Leo Pauly, Michele Lynn Jamrozik, Miguel Ortiz del Castillo, Olivia Borgue, Inder Pal Singh, Mohatashem Reyaz Makhdoomi, Olga-Orsalia Christidi-Loumpasefski, Vincent Gaudillière, Carol Martínez, Arunkumar Rathinam, Andreas Hein, Miguel A. Olivares-Méndez, Djamila Aouada:
Lessons from a Space Lab - An Image Acquisition Perspective. CoRR abs/2208.08865 (2022) - [i17]Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada:
CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. CoRR abs/2208.10555 (2022) - [i16]Oyebade K. Oyedotun, Konstantinos Papadopoulos, Djamila Aouada:
A New Perspective for Understanding Generalization Gap of Deep Neural Networks Trained with Large Batch Sizes. CoRR abs/2210.12184 (2022) - [i15]Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada:
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods. CoRR abs/2212.03637 (2022) - 2021
- [j19]Abd El Rahman Shabayek, Djamila Aouada:
Dense and Sparse 3D Deformation Signatures for 3D Dynamic Face Recognition. IEEE Access 9: 38687-38705 (2021) - [j18]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Deep network compression with teacher latent subspace learning and LASSO. Appl. Intell. 51(2): 834-853 (2021) - [j17]Oyebade K. Oyedotun, Kassem Al Ismaeil, Djamila Aouada:
Training very deep neural networks: Rethinking the role of skip connections. Neurocomputing 441: 105-117 (2021) - [c71]Albert García, Mohamed Adel Musallam, Vincent Gaudillière, Enjie Ghorbel, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada:
LSPnet: A 2D Localization-Oriented Spacecraft Pose Estimation Neural Network. CVPR Workshops 2021: 2048-2056 - [c70]Mohamed Adel Musallam, Miguel Ortiz del Castillo, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada:
Leveraging Temporal Information for 3D Trajectory Estimation of Space Objects. ICCVW 2021: 3809-3815 - [c69]Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada:
Explaining Defect Detection with Saliency Maps. IEA/AIE (2) 2021: 506-518 - [c68]Nesryne Mejri, Konstantinos Papadopoulos, Djamila Aouada:
Leveraging High-Frequency Components for Deepfake Detection. MMSP 2021: 1-6 - [i14]Kseniya Cherenkova, Djamila Aouada, Gleb Gusev:
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. CoRR abs/2101.04493 (2021) - [i13]Mohamed Adel Musallam, Kassem Al Ismaeil, Oyebade K. Oyedotun, Marcos Damian Perez, Michel Poucet, Djamila Aouada:
SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment. CoRR abs/2104.05978 (2021) - [i12]Konstantinos Papadopoulos, Anis Kacem, Abd El Rahman Shabayek, Djamila Aouada:
Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition. CoRR abs/2104.09145 (2021) - [i11]Albert García, Mohamed Adel Musallam, Vincent Gaudillière, Enjie Ghorbel, Kassem Al Ismaeil, Marcos Damian Perez, Djamila Aouada:
LSPnet: A 2D Localization-oriented Spacecraft Pose Estimation Neural Network. CoRR abs/2104.09248 (2021) - [i10]Anis Kacem, Kseniya Cherenkova, Djamila Aouada:
Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation. CoRR abs/2104.10273 (2021) - 2020
- [j16]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Improved Highway Network Block for Training Very Deep Neural Networks. IEEE Access 8: 176758-176773 (2020) - [j15]Enjie Ghorbel, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Fast Adaptive Reparametrization (FAR) With Application to Human Action Recognition. IEEE Signal Process. Lett. 27: 580-584 (2020) - [c67]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada:
3DBooSTeR: 3D Body Shape and Texture Recovery. ECCV Workshops (2) 2020: 726-740 - [c66]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten:
SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. ECCV Workshops (2) 2020: 741-755 - [c65]Konstantinos Papadopoulos, Enjie Ghorbel, Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten:
DeepVI: A Novel Framework for Learning Deep View-Invariant Human Action Representations using a Single RGB Camera. FG 2020: 138-145 - [c64]Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev:
Towards Automatic CAD Modeling from 3D Scan Sketch based Representation. VISIGRAPP (1: GRAPP) 2020: 392-398 - [c63]Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev, Björn E. Ottersten:
3d Deformation Signature for Dynamic Face Recognition. ICASSP 2020: 2138-2142 - [c62]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Going Deeper With Neural Networks Without Skip Connections. ICIP 2020: 1756-1760 - [c61]Kseniya Cherenkova, Djamila Aouada, Gleb Gusev:
Pvdeconv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D. ICIP 2020: 2741-2745 - [c60]Abd El Rahman Shabayek, Djamila Aouada, Kseniya Cherenkova, Gleb Gusev:
3D Sparse Deformation Signature for Dynamic Face Recognition. ICIP 2020: 2835-2839 - [c59]Oyebade K. Oyedotun, Djamila Aouada:
Why Do Deep Neural Networks with Skip Connections and Concatenated Hidden Representations Work? ICONIP (3) 2020: 380-392 - [c58]Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada:
Towards Generalization of 3D Human Pose Estimation in the Wild. ICPR Workshops (1) 2020: 72-81 - [c57]Anis Kacem, Hamza Ben Abdesslam, Kseniya Cherenkova, Djamila Aouada:
Space-Time Triplet Loss Network for Dynamic 3D Face Verification. ICPR Workshops (1) 2020: 82-90 - [c56]Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Björn E. Ottersten:
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatio-Temporal Graph Convolutional Network for Action Recognition. ICPR 2020: 452-458 - [c55]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Revisiting the Training of Very Deep Neural Networks without Skip Connections. ICPR 2020: 2724-2731 - [c54]Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten:
Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO. WACV 2020: 2266-2275 - [i9]Renato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada:
Towards Generalization of 3D Human Pose Estimation In The Wild. CoRR abs/2004.09989 (2020) - [i8]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Djamila Aouada:
3DBooSTeR: 3D Body Shape and Texture Recovery. CoRR abs/2010.12670 (2020) - [i7]Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Björn E. Ottersten:
SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results. CoRR abs/2010.13508 (2020)
2010 – 2019
- 2019
- [j14]Renato Baptista, Enjie Ghorbel, Abd El Rahman Shabayek, Florent Moissenet, Djamila Aouada, Alice Douchet, Mathilde André, Julien Pager, Stéphane Bouilland:
Home self-training: Visual feedback for assisting physical activity for stroke survivors. Comput. Methods Programs Biomed. 176: 111-120 (2019) - [j13]Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Localized Trajectories for 2D and 3D Action Recognition. Sensors 19(16): 3503 (2019) - [c53]Konstantinos Papadopoulos, Enjie Ghorbel, Renato Baptista, Djamila Aouada, Björn E. Ottersten:
Two-Stage RGB-Based Action Detection Using Augmented 3D Poses. CAIP (1) 2019: 26-35 - [c52]Renato Baptista, Enjie Ghorbel, Konstantinos Papadopoulos, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
View-invariant Action Recognition from RGB Data via 3D Pose Estimation. ICASSP 2019: 2542-2546 - [c51]Oyebade K. Oyedotun, Djamila Aouada, Björn E. Ottersten:
Learning to Fuse Latent Representations for Multimodal Data. ICASSP 2019: 3122-3126 - [c50]Alexandre Saint, Abd El Rahman Shabayek, Kseniya Cherenkova, Gleb Gusev, Djamila Aouada, Björn E. Ottersten:
Bodyfitr: Robust Automatic 3D Human Body Fitting. ICIP 2019: 484-488 - [c49]Enjie Ghorbel, Konstantinos Papadopoulos, Renato Baptista, Himadri Pathak, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
A View-invariant Framework for Fast Skeleton-based Action Recognition using a Single RGB Camera. VISIGRAPP (5: VISAPP) 2019: 573-582 - [i6]Konstantinos Papadopoulos, Girum G. Demisse, Enjie Ghorbel, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Localized Trajectories for 2D and 3D Action Recognition. CoRR abs/1904.05244 (2019) - [i5]Hassan Afzal, Djamila Aouada, Michel Antunes, David Fofi, Bruno Mirbach, Björn E. Ottersten:
Bi-objective Framework for Sensor Fusion in RGB-D Multi-View Systems: Applications in Calibration. CoRR abs/1905.09939 (2019) - [i4]Konstantinos Papadopoulos, Enjie Ghorbel, Djamila Aouada, Björn E. Ottersten:
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition. CoRR abs/1912.09745 (2019) - 2018
- [j12]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Deformation Based Curved Shape Representation. IEEE Trans. Pattern Anal. Mach. Intell. 40(6): 1338-1351 (2018) - [j11]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Deformation-Based 3D Facial Expression Representation. ACM Trans. Multim. Comput. Commun. Appl. 14(1s): 17:1-17:22 (2018) - [j10]Hassan Afzal, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Full 3D Reconstruction of Non-Rigidly Deforming Objects. ACM Trans. Multim. Comput. Commun. Appl. 14(1s): 24:1-24:23 (2018) - [c48]Alexandre Saint, Eman Ahmed, Abd El Rahman Shabayek, Kseniya Cherenkova, Gleb Gusev, Djamila Aouada, Björn E. Ottersten:
3DBodyTex: Textured 3D Body Dataset. 3DV 2018: 495-504 - [c47]Girum G. Demisse, Konstantinos Papadopoulos, Djamila Aouada, Björn E. Ottersten:
Pose Encoding for Robust Skeleton-Based Action Recognition. CVPR Workshops 2018: 188-194 - [c46]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Highway Network Block With Gates Constraints for Training Very Deep Networks. CVPR Workshops 2018: 1658-1667 - [c45]Konstantinos Papadopoulos, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
A Revisit of Action Detection Using Improved Trajectories. ICASSP 2018: 2067-2071 - [c44]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Improving the Capacity of Very Deep Networks with Maxout Units. ICASSP 2018: 2971-2975 - [c43]Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Deformation-Based Abnormal Motion Detection using 3D Skeletons. IPTA 2018: 1-6 - [c42]Renato Baptista, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Anticipating Suspicious Actions using a Small Dataset of Action Templates. VISIGRAPP (5: VISAPP) 2018: 380-386 - [i3]Eman Ahmed, Alexandre Saint, Abd El Rahman Shabayek, Kseniya Cherenkova, Rig Das, Gleb Gusev, Djamila Aouada, Björn E. Ottersten:
Deep Learning Advances on Different 3D Data Representations: A Survey. CoRR abs/1808.01462 (2018) - 2017
- [j9]Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Real-Time Enhancement of Dynamic Depth Videos with Non-Rigid Deformations. IEEE Trans. Pattern Anal. Mach. Intell. 39(10): 2045-2059 (2017) - [c41]Michel Antunes, João P. Barreto, Djamila Aouada, Björn E. Ottersten:
Unsupervised Vanishing Point Detection and Camera Calibration from a Single Manhattan Image with Radial Distortion. CVPR 2017: 6691-6699 - [c40]Abd El Rahman Shabayek, Renato Baptista, Konstantinos Papadopoulos, Girum G. Demisse, Oyebade K. Oyedotun, Michel Antunes, Djamila Aouada, Björn E. Ottersten, Margarita Anastassova, Mehdi Boukallel, Sabrina A. Panëels, Gary Randall, Mathilde André, Alice Douchet, Stéphane Bouilland, Leire Ortiz-Fernández:
STARR - Decision SupporT and self-mAnagement system for stRoke survivoRs Vision based Rehabilitation System. EPS 2017 - [c39]Oyebade K. Oyedotun, Girum G. Demisse, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations. ICCV Workshops 2017: 3161-3168 - [c38]Abd El Rahman Shabayek, Djamila Aouada, Alexandre Saint, Björn E. Ottersten:
Deformation transfer of 3D human shapes and poses on manifolds. ICIP 2017: 220-224 - [c37]Konstantinos Papadopoulos, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Enhanced trajectory-based action recognition using human pose. ICIP 2017: 1807-1811 - [c36]Oyebade K. Oyedotun, Abd El Rahman Shabayek, Djamila Aouada, Björn E. Ottersten:
Training Very Deep Networks via Residual Learning with Stochastic Input Shortcut Connections. ICONIP (2) 2017: 23-33 - [c35]Renato Baptista, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
Video-based Feedback for Assisting Physical Activity. VISIGRAPP (5: VISAPP) 2017: 274-280 - 2016
- [j8]Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Enhancement of dynamic depth scenes by upsampling for precise super-resolution (UP-SR). Comput. Vis. Image Underst. 147: 38-49 (2016) - [j7]Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten:
Feature engineering strategies for credit card fraud detection. Expert Syst. Appl. 51: 134-142 (2016) - [c34]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Similarity Metric for Curved Shapes in Euclidean Space. CVPR 2016: 5042-5050 - [c33]Michel Antunes, Renato Baptista, Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Visual and Human-Interpretable Feedback for Assisting Physical Activity. ECCV Workshops (2) 2016: 115-129 - [c32]Ignacio Rocco Spremolla, Michel Antunes, Djamila Aouada, Björn E. Ottersten:
RGB-D and Thermal Sensor Fusion - Application in Person Tracking. VISIGRAPP (3: VISAPP) 2016: 612-619 - [c31]Michel Antunes, Djamila Aouada, Björn E. Ottersten:
A revisit to human action recognition from depth sequences: Guided SVM-sampling for joint selection. WACV 2016: 1-8 - 2015
- [j6]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
A novel cost-sensitive framework for customer churn predictive modeling. Decis. Anal. 2: 5 (2015) - [j5]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Example-dependent cost-sensitive decision trees. Expert Syst. Appl. 42(19): 6609-6619 (2015) - [j4]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten:
Unified multi-lateral filter for real-time depth map enhancement. Image Vis. Comput. 41: 26-41 (2015) - [c30]Hassan Afzal, Djamila Aouada, François Destelle, Bruno Mirbach, Björn E. Ottersten:
View-Independent Enhanced 3D Reconstruction of Non-rigidly Deforming Objects. CAIP (2) 2015: 712-724 - [c29]Kassem Al Ismaeil, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Real-time non-rigid multi-frame depth video super-resolution. CVPR Workshops 2015: 8-16 - [c28]Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Template-based statistical shape modelling on deformation space. ICIP 2015: 4386-4390 - [c27]Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Björn E. Ottersten:
Detecting Credit Card Fraud Using Periodic Features. ICMLA 2015: 208-213 - [c26]Djamila Aouada, Kassem Al Ismaeil, Björn E. Ottersten:
Patch-based Statistical Performance Analysis of Upsampling for Precise Super-Resolution. VISAPP (1) 2015: 186-193 - [i2]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Ensemble of Example-Dependent Cost-Sensitive Decision Trees. CoRR abs/1505.04637 (2015) - 2014
- [c25]Hassan Afzal, Kassem Al Ismaeil, Djamila Aouada, François Destelle, Bruno Mirbach, Björn E. Ottersten:
Kinect Deform: Enhanced 3D Reconstruction of Non-rigidly Deforming Objects. 3DV (Workshops) 2014: 7-13 - [c24]Djamila Aouada, Dalia Khader:
SPN2: Single-sided privacy preserving nearest neighbor and its application to face recognition. AVSS 2014: 31-36 - [c23]Djamila Aouada, Kassem Al Ismaeil, Kedija Kedir Idris, Björn E. Ottersten:
Surface UP-SR for an improved face recognition using low resolution depth cameras. AVSS 2014: 107-112 - [c22]Alejandro Correa Bahnsen, Djamila Aouada, Björn E. Ottersten:
Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring. ICMLA 2014: 263-269 - [c21]Hassan Afzal, Djamila Aouada, David Font, Bruno Mirbach, Björn E. Ottersten:
RGB-D Multi-view System Calibration for Full 3D Scene Reconstruction. ICPR 2014: 2459-2464 - [c20]Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten:
Improving Credit Card Fraud Detection with Calibrated Probabilities. SDM 2014: 677-685 - 2013
- [j3]Frederic Garcia, Djamila Aouada, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Real-time depth enhancement by fusion for RGB-D cameras. IET Comput. Vis. 7(5): 335-345 (2013) - [c19]Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Depth Super-Resolution by Enhanced Shift and Add. CAIP (2) 2013: 100-107 - [c18]Kassem Al Ismaeil, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Dynamic super resolution of depth sequences with non-rigid motions. ICIP 2013: 660-664 - [c17]Alejandro Correa Bahnsen, Aleksandar Stojanovic, Djamila Aouada, Björn E. Ottersten:
Cost Sensitive Credit Card Fraud Detection Using Bayes Minimum Risk. ICMLA (1) 2013: 333-338 - [c16]Kassem Al Ismaeil, Djamila Aouada, Björn E. Ottersten, Bruno Mirbach:
Multi-frame super-resolution by enhanced shift & add. ISPA 2013: 171-176 - 2012
- [j2]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Real-Time Distance-Dependent Mapping for a Hybrid ToF Multi-Camera Rig. IEEE J. Sel. Top. Signal Process. 6(5): 425-436 (2012) - [c15]Frederic Garcia, Djamila Aouada, Hashim Kemal Abdella, Thomas Solignac, Bruno Mirbach, Björn E. Ottersten:
Depth Enhancement by Fusion for Passive and Active Sensing. ECCV Workshops (3) 2012: 506-515 - [c14]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Spatio-temporal ToF data enhancement by fusion. ICIP 2012: 981-984 - [c13]Kassem Al Ismaeil, Djamila Aouada, Björn E. Ottersten:
Bilateral filter evaluation based on exponential kernels. ICPR 2012: 258-261 - 2011
- [c12]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten:
A new multi-lateral filter for real-time depth enhancement. AVSS 2011: 42-47 - [c11]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Thomas Solignac, Björn E. Ottersten:
Real-time hybrid ToF multi-camera rig fusion system for depth map enhancement. CVPR Workshops 2011: 1-8 - [c10]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
Spiral colour model: Reduction from 3-D to 2-D. ICASSP 2011: 1305-1308 - [c9]Frederic Garcia, Djamila Aouada, Bruno Mirbach, Björn E. Ottersten:
A new 1-D colour model and its application to image filtering. ISPA 2011: 134-138 - [c8]Shishir Nagaraja, Péter Schaffer, Djamila Aouada:
Who clicks there!: anonymising the photographer in a camera saturated society. WPES 2011: 13-22 - [i1]Péter Schaffer, Djamila Aouada, Shishir Nagaraja:
Who clicks there!: Anonymizing the photographer in a camera saturated society. CoRR abs/1106.2696 (2011) - 2010
- [j1]Djamila Aouada, Hamid Krim:
Squigraphs for Fine and Compact Modeling of 3-D Shapes. IEEE Trans. Image Process. 19(2): 306-321 (2010) - [c7]Djamila Aouada, Yuliy M. Baryshnikov, Hamid Krim:
Mahalanobis-based Adaptive Nonlinear Dimension Reduction. ICPR 2010: 742-745
2000 – 2009
- 2009
- [c6]Djamila Aouada, Hamid Krim:
Novel similarity invariant for space curves using turning angles and its application to object recognition. ICASSP 2009: 1277-1280 - [c5]Djamila Aouada, Hamid Krim:
Meaningful 3D shape partitioning using Morse functions. ICIP 2009: 417-420 - 2008
- [c4]Djamila Aouada, Hamid Krim:
3D object recognition using fully intrinsic skeletal graphs. Computational Imaging 2008: 681409 - [c3]Djamila Aouada, David W. Dreisigmeyer, Hamid Krim:
Geometric modeling of rigid and non-rigid 3D shapes using the global geodesic function. CVPR Workshops 2008: 1-8 - 2007
- [c2]Shuo Feng, Djamila Aouada, Hamid Krim, Irina A. Kogan:
3D Mixed Invariant and its Application on Object Classification. ICASSP (1) 2007: 461-464 - [c1]Djamila Aouada, Shuo Feng, Hamid Krim:
Statistical Analysis of the Global Geodesic Function for 3D Object Classification. ICASSP (1) 2007: 645-648
Coauthor Index
[j18] [j16] [j15] [c66] [c65] [c63] [c62] [c56] [c55] [c54] [i7] [j13] [c53] [c52] [c51] [c50] [c49] [i6] [i5] [i4] [j12] [j11] [j10] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [i3] [j9] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [j8] [j7] [c34] [c33] [c32] [c31] [j6] [j5] [j4] [c30] [c29] [c28] [c27] [c26] [i2] [c25] [c23] [c22] [c21] [c20] [j3] [c19] [c18] [c17] [c16] [j2] [c15] [c14] [c13] [c12] [c11] [c10] [c9]
Oyebade K. Oyedotun
aka: Oyebade Kayode Oyedotun
aka: Oyebade Kayode Oyedotun
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