A novel non-central catadioptric auto-calibration approach. - Abd El Rahman Shabayek; David Fofi; Olivier Morel (ICCV Workshops, 2009)

Vision Based UAV Attitude Estimation: Progress and Insights. - Abd El Rahman Shabayek; Cédric Demonceaux; Olivier Morel; David Fofi (J. Intell. Robotic Syst., 2012)

Combining omnidirectional vision with polarization vision for robot navigation. (Apports combinés de la vision omnidirectionnelle et polarimétrique pour la navigation de robots). - Abd El Rahman Shabayek (2012)

Co-registration of Satellite Images Based on Invariant Local Features. - Mohamed Tahoun; Abd El Rahman Shabayek; Ralf Reulke; Aboul Ella Hassanien (IEEE Conf. on Intelligent Systems (2), 2014)

An evaluation of local features on satellite images. - Mohamed Tahoun; Abd El Rahman Shabayek; Aboul Ella Hassanien; Ralf Reulke (TSP, 2015)

Automatic Nonlinear Filtering and Segmentation for Breast Ultrasound Images. - Mohamed Elawady; Ibrahim Sadek 002; Abd El Rahman Shabayek; Gerard Pons 002; Sergi Ganau (ICIAR, 2016)

STARR - Decision SupporT and self-mAnagement system for stRoke survivoRs Vision based Rehabilitation System. - Abd El Rahman Shabayek; Renato Baptista; Konstantinos Papadopoulos 002; Girum G. Demisse; Oyebade K. Oyedotun; Michel Antunes; Djamila Aouada; Björn E. Ottersten; Margarita Anastassova; Mehdi Boukallel; Sabrina A. Panëels; Gary Randall; et al. (EPS, 2017)

Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations. - Oyebade K. Oyedotun; Girum G. Demisse; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (ICCV Workshops, 2017)

Deformation transfer of 3D human shapes and poses on manifolds. - Abd El Rahman Shabayek; Djamila Aouada; Alexandre Saint 001; Björn E. Ottersten (ICIP, 2017)

Training Very Deep Networks via Residual Learning with Stochastic Input Shortcut Connections. - Oyebade K. Oyedotun; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (ICONIP (2), 2017)

Automatic Classification of Bright Retinal Lesions via Deep Network Features. - Ibrahim Sadek 002; Mohamed Elawady; Abd El Rahman Shabayek (CoRR, 2017)

3DBodyTex: Textured 3D Body Dataset. - Alexandre Saint 001; Eman Ahmed; Abd El Rahman Shabayek; Kseniya Cherenkova; Gleb Gusev; Djamila Aouada; Björn E. Ottersten (3DV, 2018)

Highway Network Block With Gates Constraints for Training Very Deep Networks. - Oyebade K. Oyedotun; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (CVPR Workshops, 2018)

Improving the Capacity of Very Deep Networks with Maxout Units. - Oyebade K. Oyedotun; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (ICASSP, 2018)

Data reduction in a cloud-based AMI framework with service-replication. - Marwa F. Mohamed; Mahmoud El-Gayyar; Abd El Rahman Shabayek; Hamed M. Nassar (Comput. Electr. Eng., 2018)

Deep Learning Advances on Different 3D Data Representations: A Survey. - Eman Ahmed; Alexandre Saint 001; Abd El Rahman Shabayek; Kseniya Cherenkova; Rig Das; Gleb Gusev; Djamila Aouada; Björn E. Ottersten (CoRR, 2018)

Bodyfitr: Robust Automatic 3D Human Body Fitting. - Alexandre Saint 001; Abd El Rahman Shabayek; Kseniya Cherenkova; Gleb Gusev; Djamila Aouada; Björn E. Ottersten (ICIP, 2019)

Home self-training: Visual feedback for assisting physical activity for stroke survivors. - Renato Baptista; Enjie Ghorbel; Abd El Rahman Shabayek; Florent Moissenet; Djamila Aouada; Alice Douchet; Mathilde André; Julien Pager; Stéphane Bouilland (Comput. Methods Programs Biomed., 2019)

An adaptive framework for real-time data reduction in AMI. - Marwa F. Mohamed; Abd El Rahman Shabayek; Mahmoud El-Gayyar; Hamed M. Nassar (J. King Saud Univ. Comput. Inf. Sci., 2019)

Towards Automatic CAD Modeling from 3D Scan Sketch based Representation. - Abd El Rahman Shabayek; Djamila Aouada; Kseniya Cherenkova; Gleb Gusev (VISIGRAPP (1: GRAPP), 2020)

3d Deformation Signature for Dynamic Face Recognition. - Abd El Rahman Shabayek; Djamila Aouada; Kseniya Cherenkova; Gleb Gusev; Björn E. Ottersten (ICASSP, 2020)

Going Deeper With Neural Networks Without Skip Connections. - Oyebade K. Oyedotun; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (ICIP, 2020)

3D Sparse Deformation Signature for Dynamic Face Recognition. - Abd El Rahman Shabayek; Djamila Aouada; Kseniya Cherenkova; Gleb Gusev (ICIP, 2020)

Revisiting the Training of Very Deep Neural Networks without Skip Connections. - Oyebade K. Oyedotun; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (ICPR, 2020)

Improved Highway Network Block for Training Very Deep Neural Networks. - Oyebade K. Oyedotun; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (IEEE Access, 2020)

Salient Object Detection Using Spatially Weighted Multiple Contrast Cues. - Norhan M. Saleh; Mohamed Tahoun; Abd El Rahman Shabayek; Mohamed-Hamed Mousa (AMLTA, 2021)

Dense and Sparse 3D Deformation Signatures for 3D Dynamic Face Recognition. - Abd El Rahman Shabayek; Djamila Aouada (IEEE Access, 2021)

Deep network compression with teacher latent subspace learning and LASSO. - Oyebade K. Oyedotun; Abd El Rahman Shabayek; Djamila Aouada; Björn E. Ottersten (Appl. Intell., 2021)

Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition. - Konstantinos Papadopoulos 002; Anis Kacem 001; Abd El Rahman Shabayek; Djamila Aouada (CoRR, 2021)

Impact of Disentanglement on Pruning Neural Networks. - Carl Shneider; Peyman Rostami; Anis Kacem 001; Nilotpal Sinha; Abd El Rahman Shabayek; Djamila Aouada (CoRR, 2023)

Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity. - Nilotpal Sinha; Peyman Rostami; Abd El Rahman Shabayek; Anis Kacem 001; Djamila Aouada (CVPR Workshops, 2024)

Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. - Nilotpal Sinha; Abd El Rahman Shabayek; Anis Kacem 001; Peyman Rostami; Carl Shneider; Djamila Aouada (WACV, 2024)

Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation. - Romain Hermary; Vincent Gaudillière; Abd El Rahman Shabayek; Djamila Aouada (WACV, 2025)

Information Theoretic Pruning of Coupled Channels in Deep Neural Networks. - Peyman Rostami; Nilotpal Sinha; Nidhal Eddine Chenni; Anis Kacem 001; Abd El Rahman Shabayek; Carl Shneider; Djamila Aouada (WACV, 2025)

Hybrid Attention for Robust RGB-T Pedestrian Detection in Real-World Conditions. - Arunkumar Rathinam; Leo Pauly; Abd El Rahman Shabayek; Wassim Rharbaoui; Anis Kacem 001; Vincent Gaudillière; Djamila Aouada (IEEE Robotics Autom. Lett., 2025)

Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge. - Marcella Astrid; Abd El Rahman Shabayek; Djamila Aouada (CoRR, 2025)