no code implementations • 10 Oct 2018 • Ibrahim Sobh, Loay Amin, Sherif Abdelkarim, Khaled Elmadawy, Mahmoud Gamal Saeed, Omar Abdeltawab, Mostafa Gamal, Ahmad El Sallab
In this paper, we present a novel framework for urban automated driving based on multi-modal sensors; LiDAR and Camera.
2 code implementations • 10 Mar 2018 • Mostafa Gamal, Mennatullah Siam, Moemen Abdel-Razek
It is shown that skip architecture in the decoding method provides the best compromise for the goal of real-time performance, while it provides adequate accuracy by utilizing higher resolution feature maps for a more accurate segmentation.
2 code implementations • 7 Mar 2018 • Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Yogamani, Martin Jagersand
In this paper, we address this gap by presenting a real-time semantic segmentation benchmarking framework with a decoupled design for feature extraction and decoding methods.