Mennatullah Siam

According to our database, Mennatullah Siam authored at least 44 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks.

Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark.

Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya

IEEE Geosci. Remote. Sens. Lett., 2024

The State of Computer Vision Research in Africa.

Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila, 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

J. Artif. Intell. Res., 2024

Even the "Devil" has Rights!

Mennatullah Siam

CoRR, 2024

System Identification of Neural Systems: Going Beyond Images to Modelling Dynamics.

Mai Gamal, Mohamed Rashad, Eman Ehab, Seif Eldawlatly, Mennatullah Siam

CoRR, 2024

A Survey on African Computer Vision Datasets, Topics and Researchers.

Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila, 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

CoRR, 2024

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach.

Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

M3T: Multi-Scale Memory Matching for Video Object Segmentation and Tracking.

Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam, Leonid Sigal

CoRR, 2023

Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation.

Hesham Ali, Idriss Tondji, Mennatullah Siam

CoRR, 2023

Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation.

Mennatullah Siam, Rezaul Karim, He Zhao, Richard Wildes

CoRR, 2023

AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa.

Bushra Ibnauf, Mohammed Aboul Ezz, Ayman Abdel Aziz, Khalid Elgazzar, Mennatullah Siam

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards a Better Understanding of the Computer Vision Research Community in Africa.

Abdul-Hakeem Omotayo, Mai Gamal, Eman Ehab, Gbètondji J.-S. Dovonon, Zainab Akinjobi, Lukman Ismaila, Houcemeddine Turki, Mahmoud Abdien, Idriss Tondji, Abigail Oppong, Yvan Pimi, Karim Gamal, Mennatullah Siam

Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation.

Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Temporal Transductive Inference for Few-Shot Video Object Segmentation.

Mennatullah Siam, Konstantinos G. Derpanis, Richard P. Wildes

CoRR, 2022

A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information.

Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving.

Mennatullah Siam, Alex Kendall, Martin Jägersand

CoRR, 2021

Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-Task Baseline.

Eslam Mohamed, Mahmoud Ewaisha, Mennatullah Siam, Hazem Rashed, Senthil Kumar Yogamani, Waleed Hamdy, Mohamed El-Dakdouky, Ahmad El Sallab

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Video Class Agnostic Segmentation Benchmark for Autonomous Driving.

Mennatullah Siam, Alex Kendall, Martin Jägersand

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

InstanceMotSeg: Real-time Instance Motion Segmentation for Autonomous Driving.

Eslam Mohamed, Mahmoud Ewaisha, Mennatullah Siam, Hazem Rashed, Senthil Kumar Yogamani, Ahmad El Sallab

CoRR, 2020

Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Inputs.

Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand

CoRR, 2020

Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings.

Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

One-Shot Weakly Supervised Video Object Segmentation.

Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand

CoRR, 2019

Adaptive Masked Weight Imprinting for Few-Shot Segmentation.

Mennatullah Siam, Boris N. Oreshkin

CoRR, 2019

Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting.

Mennatullah Siam, Chen Jiang, Steven Weikai Lu, Laura Petrich, Mahmoud Gamal, Mohamed Elhoseiny, Martin Jägersand

Proceedings of the International Conference on Robotics and Automation, 2019

Online Object and Task Learning via Human Robot Interaction.

Masood Dehghan, Zichen Zhang, Mennatullah Siam, Jun Jin, Laura Petrich, Martin Jägersand

Proceedings of the International Conference on Robotics and Automation, 2019

AMP: Adaptive Masked Proxies for Few-Shot Segmentation.

Mennatullah Siam, Boris N. Oreshkin, Martin Jägersand

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Video Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting.

Mennatullah Siam, Chen Jiang, Steven Weikai Lu, Laura Petrich, Mahmoud Gamal, Mohamed Elhoseiny, Martin Jägersand

CoRR, 2018

Online Tool and Task learning via Human Robot Interaction.

Masood Dehghan, Zichen Zhang, Mennatullah Siam, Jun Jin, Laura Petrich, Martin Jägersand

CoRR, 2018

ShuffleSeg: Real-time Semantic Segmentation Network.

Mostafa Gamal, Mennatullah Siam, Moemen Abdel-Razek

CoRR, 2018

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

Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Kumar Yogamani, Martin Jägersand, Ahmad El Sallab

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Real-Time Segmentation with Appearance, Motion and Geometry.

Mennatullah Siam, Sara Elkerdawy, Mostafa Gamal, Moemen Abdel-Razek, Martin Jägersand, Hong Zhang

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

RTSeg: Real-Time Semantic Segmentation Comparative Study.

Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

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

Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand, Hong Zhang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

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

Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Kumar Yogamani, Martin Jägersand, Ahmad El Sallab

CoRR, 2017

4-DoF Tracking for Robot Fine Manipulation Tasks.

Mennatullah Siam, Abhineet Singh, Camilo Perez Quintero, Martin Jägersand

CoRR, 2017

Recurrent Fully Convolutional Networks for Video Segmentation.

Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Unifying Registration Based Tracking: A Case Study with Structural Similarity.

Abhineet Singh, Mennatullah Siam, Martin Jägersand

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Convolutional gated recurrent networks for video semantic segmentation in automated driving.

Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray, Senthil Kumar Yogamani

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

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

Mennatullah Siam, Sara Elkerdawy, Martin Jägersand, Senthil Kumar Yogamani

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Convolutional gated recurrent networks for video segmentation.

Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

4-DoF Tracking for Robot Fine Manipulation Tasks.

Mennatullah Siam, Abhineet Singh, Camilo Perez, Martin Jägersand

Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016

Parking-stall vacancy indicator system, based on deep convolutional neural networks.

Sepehr Valipour, Mennatullah Siam, Eleni Stroulia, Martin Jägersand

Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

2015

Comparative Evaluation of 3D Pose Estimation of Industrial Objects in RGB Pointclouds.

Bjarne Großmann, Mennatullah Siam, Volker Krüger

Proceedings of the Computer Vision Systems - 10th International Conference, 2015

2013

Enhanced Target Tracking in UAV Imagery with P-N Learning and Structural Constraints.

Mennatullah Siam, Mohamed ElHelw

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013