Enhanced Target Tracking in UAV Imagery with P-N Learning and Structural Constraints. - Mennatullah Siam; Mohamed ElHelw (ICCV Workshops, 2013)

Comparative Evaluation of 3D Pose Estimation of Industrial Objects in RGB Pointclouds. - Bjarne Großmann; Mennatullah Siam; Volker Krüger (ICVS, 2015)

Parking-stall vacancy indicator system, based on deep convolutional neural networks. - Sepehr Valipour; Mennatullah Siam; Eleni Stroulia; Martin Jägersand (WF-IoT, 2016)

4-DoF Tracking for Robot Fine Manipulation Tasks. - Mennatullah Siam; Abhineet Singh; Camilo Perez; Martin Jägersand (CRV, 2017)

Convolutional gated recurrent networks for video segmentation. - Mennatullah Siam; Sepehr Valipour; Martin Jägersand; Nilanjan Ray (ICIP, 2017)

Deep semantic segmentation for automated driving: Taxonomy, roadmap and challenges. - Mennatullah Siam; Sara Elkerdawy; Martin Jägersand; Senthil Kumar Yogamani (ITSC, 2017)

Convolutional gated recurrent networks for video semantic segmentation in automated driving. - Mennatullah Siam; Sepehr Valipour; Martin Jägersand; Nilanjan Ray; Senthil Kumar Yogamani (ITSC, 2017)

Unifying Registration Based Tracking: A Case Study with Structural Similarity. - Abhineet Singh; Mennatullah Siam; Martin Jägersand (WACV, 2017)

Recurrent Fully Convolutional Networks for Video Segmentation. - Sepehr Valipour; Mennatullah Siam; Martin Jägersand; Nilanjan Ray (WACV, 2017)

4-DoF Tracking for Robot Fine Manipulation Tasks. - Mennatullah Siam; Abhineet Singh; Camilo Perez Quintero; Martin Jägersand (CoRR, 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)

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 013 (CVPR Workshops, 2018)

RTSeg: Real-Time Semantic Segmentation Comparative Study. - Mennatullah Siam; Mostafa Gamal; Moemen Abdel-Razek; Senthil Kumar Yogamani; Martin Jägersand (ICIP, 2018)

Real-Time Segmentation with Appearance, Motion and Geometry. - Mennatullah Siam; Sara Elkerdawy; Mostafa Gamal; Moemen Abdel-Razek; Martin Jägersand; Hong Zhang 013 (IROS, 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 (ITSC, 2018)

ShuffleSeg: Real-time Semantic Segmentation Network. - Mostafa Gamal; Mennatullah Siam; Moemen Abdel-Razek (CoRR, 2018)

Online Tool and Task learning via Human Robot Interaction. - Masood Dehghan; Zichen Zhang 001; Mennatullah Siam; Jun Jin 001; Laura Petrich; Martin Jägersand (CoRR, 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)

AMP: Adaptive Masked Proxies for Few-Shot Segmentation. - Mennatullah Siam; Boris N. Oreshkin; Martin Jägersand (ICCV, 2019)

Online Object and Task Learning via Human Robot Interaction. - Masood Dehghan; Zichen Zhang 001; Mennatullah Siam; Jun Jin 001; Laura Petrich; Martin Jägersand (ICRA, 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 (ICRA, 2019)

Adaptive Masked Weight Imprinting for Few-Shot Segmentation. - Mennatullah Siam; Boris N. Oreshkin (CoRR, 2019)

One-Shot Weakly Supervised Video Object Segmentation. - Mennatullah Siam; Naren Doraiswamy; Boris N. Oreshkin; Hengshuai Yao; Martin Jägersand (CoRR, 2019)

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 (IJCAI, 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)

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)

Video Class Agnostic Segmentation Benchmark for Autonomous Driving. - Mennatullah Siam; Alex Kendall; Martin Jägersand (CVPR Workshops, 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 (IV, 2021)

Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving. - Mennatullah Siam; Alex Kendall; Martin Jägersand (CoRR, 2021)

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 (CVPR, 2022)

Temporal Transductive Inference for Few-Shot Video Object Segmentation. - Mennatullah Siam; Konstantinos G. Derpanis; Richard P. Wildes (CoRR, 2022)

MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation. - Rezaul Karim; He Zhao 004; Richard P. Wildes; Mennatullah Siam (CVPR, 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; et al. (EAAMO, 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 (IJCAI, 2023)

Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation. - Mennatullah Siam; Rezaul Karim; He Zhao 004; Richard Wildes (CoRR, 2023)

Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation. - Hesham Ali 002; Idriss Tondji; Mennatullah Siam (CoRR, 2023)

M3T: Multi-Scale Memory Matching for Video Object Segmentation and Tracking. - Raghav Goyal; Wan-Cyuan Fan; Mennatullah Siam; Leonid Sigal (CoRR, 2023)

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach. - Mir Rayat Imtiaz Hossain; Mennatullah Siam; Leonid Sigal; James J. Little (CVPR, 2024)

The Second Visual Object Tracking Segmentation VOTS2024 Challenge Results. - Matej Kristan; Jirí Matas; Pavel Tokmakov; Michael Felsberg; Luka Cehovin Zajc; Alan Lukezic; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; Hyung Jin Chang; Gustavo Fernández; Minasadat Attari; et al. (ECCV Workshops (7), 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; et al. (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)

Even the "Devil" has Rights! - Mennatullah Siam (CoRR, 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; et al. (J. Artif. Intell. Res., 2024)

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. - Clifford Broni-Bediako; Junshi Xia; Jian Song 010; Hongruixuan Chen; Mennatullah Siam; Naoto Yokoya (IEEE Geosci. Remote. Sens. Lett., 2024)

TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking. - Raghav Goyal; Wan-Cyuan Fan; Mennatullah Siam; Leonid Sigal (WACV, 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., 2025)

PixFoundation: Are We Heading in the Right Direction with Pixel-level Vision Foundation Models? - Mennatullah Siam (CoRR, 2025)

The Power of One: A Single Example is All it Takes for Segmentation in VLMs. - Mir Rayat Imtiaz Hossain; Mennatullah Siam; Leonid Sigal; James J. Little (CoRR, 2025)

A Vision Centric Remote Sensing Benchmark. - Abduljaleel Adejumo; Faegheh Yeganli; Clifford Broni-Bediako; Aoran Xiao; Naoto Yokoya; Mennatullah Siam (CoRR, 2025)

Temporal Transductive Inference for Few-Shot Video Object Segmentation. - Mennatullah Siam (Int. J. Comput. Vis., 2025)

Multiscale Video Transformers for Class Agnostic Segmentation in Autonomous Driving. - Leila Cheshmi; Mennatullah Siam (CoRR, 2025)