Mennatullah Siam

AMP: Adaptive Masked Proxies for Few-Shot Segmentation

Mennatullah Siam, Boris N. Oreshkin, Martin Jägersand · 2019 · 204 citations

Few-shot Learning, Convolutional Neural Network, Image Analysis +13

A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving

Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek et al. · 2018 · 175 citations

Decoupled Design, Convolutional Neural Network, Scene Analysis +21

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

Mennatullah Siam, Heba Mahgoub, Mohamed Zahran et al. · 2018 · 93 citations

Convolutional Neural Network, Scene Analysis, Engineering +18

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

Mennatullah Siam, Heba Mahgoub, Mohamed Zahran et al. · arXiv (Cornell University) · 2017 · 49 citations · Full text

Scene Analysis, Engineering, Machine Learning +19

ShuffleSeg: Real-time Semantic Segmentation Network

Mostafa Gamal, Mennatullah Siam, Moemen Abdel-Razek · arXiv (Cornell University) · 2018 · 46 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +18