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Abd El Rahman Shabayek

4 accepted papers

2026

Annotation Free Spacecraft Detection and Segmentation Using Vision Language Models

ICRA 2026poster

Vision Language Models (VLMs) have demonstrated remarkable performance in open-world zero-shot visual recognition. However, their potential in space-related applications remains largely unexplored. In the space domain, accurate manual annotation is particularly challenging due to factors such as low…

2025

Hybrid Attention for Robust RGB-T Pedestrian Detection in Real-World Conditions

RA-L 2025

Multispectral pedestrian detection has gained significant attention in recent years, particularly in autonomous driving applications. To address the challenges posed by adversarial illumination conditions, the combination of thermal and visible images has demonstrated its advantages. However, existi

Cited by 2SourceScholar
2020

3d Deformation Signature for Dynamic Face Recognition

ICASSP 2020accepted

This work proposes a novel 3D Deformation Signature (3DS) to represent a 3D deformation signal for 3D Dynamic Face Recognition. 3DS is computed given a non-linear 6D-space representation which guarantees physically plausible 3D deformations. A unique deformation indicator is computed per triangle in…

Cited by 0SourceScholar
2018

Improving the Capacity of Very Deep Networks with Maxout Units

ICASSP 2018accepted

Deep neural networks inherently have large representational power for approximating complex target functions. However, models based on rectified linear units can suffer reduction in representation capacity due to dead units. Moreover, approximating very deep networks trained with dropout at test tim…

Cited by 12SourceScholar