Siam, Mennatullah

Deep semantic segmentation for automated driving: Taxonomy, roadmap and challenges

Siam, M., Elkerdawy, S., Jagersand, M., & Yogamani, S. (2017) · 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)

Advanced Neural Network ApplicationsAutonomous Vehicle Technology and Safety

Cited by 178

RTSeg: Real-Time Semantic Segmentation Comparative Study

Siam, M., Gamal, M., Abdel-Razek, M., Yogamani, S., & Jagersand, M. (2018) · 2018 25th IEEE International Conference on Image Processing (ICIP)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 112

MODNet: Motion and Appearance based Moving Object Detection Network for Autonomous Driving

Siam, M., Mahgoub, H., Zahran, M., Yogamani, S., Jagersand, M., & El-Sallab, A. (2018) · 2018 21st International Conference on Intelligent Transportation Systems (ITSC)

Advanced Neural Network ApplicationsVideo Surveillance and Tracking Methods

Cited by 95

PixFoundation: Are We Heading in the Right Direction with Pixel-level Vision Foundation Models?

Siam, M. (2025) · arXiv

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 1