Mennatullah Siam

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 48

Top Topics

Human Robot Interaction

Weakly Supervised

Object Segmentation

Top Venues

Publications

Abdul-Hakeem Omotayo, Ashery Mbilinyi, Ismaila Lukman, Houcemeddine Turki, Mahmoud Abdien, Karim Gamal, Idriss Tondji, Yvan Pimi, Naome A. Etori, Marwa M. Matar, Clifford Broni-Bediako, Abigail Oppong, Mai Gamal, Eman Ehab, Gbètondji J.-S. Dovonon, Zainab Akinjobi, Daniel Ajisafe, Oluwabukola G. Adegboro, Mennatullah Siam
A Survey on African Computer Vision Datasets, Topics and Researchers. CoRR (2024)
Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach. CoRR (2024)
Mai Gamal, Mohamed Rashad, Eman Ehab, Seif Eldawlatly, Mennatullah Siam
System Identification of Neural Systems: Going Beyond Images to Modelling Dynamics. CoRR (2024)
Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam, Leonid Sigal
M3T: Multi-Scale Memory Matching for Video Object Segmentation and Tracking. CoRR (2023)
Mennatullah Siam
Towards a Better Understanding of the Computer Vision Research Community in Africa. EAAMO (2023)
Mennatullah Siam, Rezaul Karim, He Zhao, Richard Wildes
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation. CoRR (2023)
Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam
MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation. CoRR (2023)
Hesham Ali, Idriss Tondji, Mennatullah Siam
Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation. CoRR (2023)
Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam
MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation. CVPR (2023)
Bushra Ibnauf, Mohammed Aboul Ezz, Ayman Abdel Aziz, Khalid Elgazzar, Mennatullah Siam
AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa. IJCAI (2023)
Abdul-Hakeem Omotayo, Mai Gamal, Eman Ehab, Gbètondji J.-S. Dovonon, Zainab Akinjobi, Ismaila Lukman, Houcemeddine Turki, Mahmod Abdien, Idriss Tondji, Abigail Oppong, Yvan Pimi, Karim Gamal, Mennatullah Siam
Towards a Better Understanding of the Computer Vision Research Community in Africa. CoRR (2023)
Mennatullah Siam, Konstantinos G. Derpanis, Richard P. Wildes
Temporal Transductive Inference for Few-Shot Video Object Segmentation. CoRR (2022)
Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CVPR (2022)
Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. CoRR (2022)
Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CoRR (2022)
Mennatullah Siam, Alex Kendall, Martin Jägersand
Video Class Agnostic Segmentation Benchmark for Autonomous Driving. CVPR Workshops (2021)
Mennatullah Siam, Alex Kendall, Martin Jägersand
Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving. CoRR (2021)
Eslam Mohamed, Mahmoud Ewaisha, Mennatullah Siam, Hazem Rashed, Senthil Kumar Yogamani, Waleed Hamdy, Mohamed El-Dakdouky, Ahmad El Sallab
Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-Task Baseline. IV (2021)
Mennatullah Siam, Alex Kendall, Martin Jägersand
Video Class Agnostic Segmentation Benchmark for Autonomous Driving. CoRR (2021)
Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings. IJCAI (2020)
Eslam Mohamed, Mahmoud Ewaisha, Mennatullah Siam, Hazem Rashed, Senthil Kumar Yogamani, Ahmad El Sallab
InstanceMotSeg: Real-time Instance Motion Segmentation for Autonomous Driving. CoRR (2020)
Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Inputs. CoRR (2020)
Mennatullah Siam, Boris N. Oreshkin, Martin Jägersand
AMP: Adaptive Masked Proxies for Few-Shot Segmentation. ICCV (2019)
Mennatullah Siam, Boris N. Oreshkin
Adaptive Masked Weight Imprinting for Few-Shot Segmentation. CoRR (2019)
Masood Dehghan, Zichen Vincent Zhang, Mennatullah Siam, Jun Jin, Laura Petrich, Martin Jägersand
Online Object and Task Learning via Human Robot Interaction. ICRA (2019)
Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand
One-Shot Weakly Supervised Video Object Segmentation. CoRR (2019)
Mennatullah Siam, Chen Jiang, Steven Weikai Lu, Laura Petrich, Mahmoud Gamal, Mohamed Elhoseiny, Martin Jägersand
Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting. ICRA (2019)
Masood Dehghan, Zichen Vincent Zhang, Mennatullah Siam, Jun Jin, Laura Petrich, Martin Jägersand
Online Tool and Task learning via Human Robot Interaction. CoRR (2018)
Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Kumar Yogamani, Martin Jägersand, Ahmad El Sallab
MODNet: Motion and Appearance based Moving Object Detection Network for Autonomous Driving. ITSC (2018)
Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand
RTSeg: Real-time Semantic Segmentation Comparative Study. CoRR (2018)
Mennatullah Siam, Chen Jiang, Steven Weikai Lu, Laura Petrich, Mahmoud Gamal, Mohamed Elhoseiny, Martin Jägersand
Video Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting. CoRR (2018)
Mostafa Gamal, Mennatullah Siam, Moemen Abdel-Razek
ShuffleSeg: Real-time Semantic Segmentation Network. CoRR (2018)
Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand, Hong Zhang
A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving. CVPR Workshops (2018)
Mennatullah Siam, Sara Elkerdawy, Mostafa Gamal, Moemen Abdel-Razek, Martin Jägersand, Hong Zhang
Real-Time Segmentation with Appearance, Motion and Geometry. IROS (2018)
Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand
RTSeg: Real-Time Semantic Segmentation Comparative Study. ICIP (2018)
Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray, Senthil Kumar Yogamani
Convolutional gated recurrent networks for video semantic segmentation in automated driving. ITSC (2017)
Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray
Convolutional gated recurrent networks for video segmentation. ICIP (2017)
Abhineet Singh, Mennatullah Siam, Martin Jägersand
Unifying Registration Based Tracking: A Case Study with Structural Similarity. WACV (2017)
Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Kumar Yogamani, Martin Jägersand, Ahmad El Sallab
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving. CoRR (2017)
Mennatullah Siam, Abhineet Singh, Camilo Perez Quintero, Martin Jägersand
4-DoF Tracking for Robot Fine Manipulation Tasks. CoRR (2017)
Mennatullah Siam, Sara Elkerdawy, Martin Jägersand, Senthil Kumar Yogamani
Deep semantic segmentation for automated driving: Taxonomy, roadmap and challenges. ITSC (2017)
Mennatullah Siam, Abhineet Singh, Camilo Perez, Martin Jägersand
4-DoF Tracking for Robot Fine Manipulation Tasks. CRV (2017)
Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray
Recurrent Fully Convolutional Networks for Video Segmentation. WACV (2017)
Mennatullah Siam, Sara Elkerdawy, Martin Jägersand, Senthil Kumar Yogamani
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges. CoRR (2017)
Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray
Convolutional Gated Recurrent Networks for Video Segmentation. CoRR (2016)
Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray
Recurrent Fully Convolutional Networks for Video Segmentation. CoRR (2016)
Sepehr Valipour, Mennatullah Siam, Eleni Stroulia, Martin Jägersand
Parking Stall Vacancy Indicator System Based on Deep Convolutional Neural Networks. CoRR (2016)
Sepehr Valipour, Mennatullah Siam, Eleni Stroulia, Martin Jägersand
Parking-stall vacancy indicator system, based on deep convolutional neural networks. WF-IoT (2016)
Bjarne Großmann, Mennatullah Siam, Volker Krüger
Comparative Evaluation of 3D Pose Estimation of Industrial Objects in RGB Pointclouds. ICVS (2015)
Mennatullah Siam, Mohamed ElHelw
Enhanced Target Tracking in UAV Imagery with P-N Learning and Structural Constraints. ICCV Workshops (2013)