Mennatullah Siam

65 papers A* 8A 4B 2C 2Journal 39Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Segmentation From Attention: Training-Free Layer Selection and One-Shot Tuning for Segmentation in VLMs. Trans. Mach. Learn. Res. Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little
2025	J	`jnl`	A Vision Centric Remote Sensing Benchmark. CoRR Abduljaleel Adejumo, Faegheh Yeganli, Clifford Broni-Bediako, Aoran Xiao, Naoto Yokoya, Mennatullah Siam
2025	J	`jnl`	Multiscale Video Transformers for Class Agnostic Segmentation in Autonomous Driving. CoRR Leila Cheshmi, Mennatullah Siam
2025	J	`jnl`	PixFoundation 2.0: Do Video Multi-Modal LLMs Use Motion in Visual Grounding? CoRR Mennatullah Siam
2025	J	`jnl`	PixFoundation: Are We Heading in the Right Direction with Pixel-level Vision Foundation Models? CoRR Mennatullah Siam
2025	J	`jnl`	Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. IEEE Trans. Pattern Anal. Mach. Intell. Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2025	A	`conf`	TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking. WACV Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam, Leonid Sigal
2025	J	`jnl`	Temporal Transductive Inference for Few-Shot Video Object Segmentation. Int. J. Comput. Vis. Mennatullah Siam
2025	J	`jnl`	The Power of One: A Single Example is All it Takes for Segmentation in VLMs. CoRR Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little
2024	J	`jnl`	A Survey on African Computer Vision Datasets, Topics and Researchers. CoRR 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
2024	J	`jnl`	Even the "Devil" has Rights! CoRR Mennatullah Siam
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. CoRR Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geosci. Remote. Sens. Lett. Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	System Identification of Neural Systems: Going Beyond Images to Modelling Dynamics. CoRR Mai Gamal, Mohamed Rashad, Eman Ehab, Seif Eldawlatly, Mennatullah Siam
2024	—	`conf`	The Second Visual Object Tracking Segmentation VOTS2024 Challenge Results. ECCV Workshops (7) 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, Antoni B. Chan, Liang Chen, Xin Chen, Jaired Collins, Yutao Cui, Ganesh Sai Manas Devarapu, Yinglong Du, Heng Fan, Wan-Cyuan Fan, Zhenhua Feng, Mingqi Gao, Rama Krishna Sai S. Gorthi, Raghav Goyal, Jungong Han, Bijaya Kumar Hatuwal, Zhenyu He, Xiantao Hu, Xingsen Huang, Yuqing Huang, Dongmei Jiang, Ben Kang, Kannappan Palaniappan, Josef Kittler, Simiao Lai, Ning Li, Xiaohai Li, Xin Li, Cheng Liang, Liting Lin, Haibin Ling, Ting Liu, Ziquan Liu, Huchuan Lu, Yifei Luo, Deshui Miao, Juan David Mogollon, Ziqi Pang, Jaswanth Reddy Pochimireddy, Viktor Prutyanov, Gani Rahmon, Aleksandr Romanov, Liangtao Shi, Mennatullah Siam, Leonid Sigal, Arun Kumar Sivapuram, Roman A. Solovyev, Elham Soltani Kazemi, Imad Eddine Toubal, Jia Wan, Limin Wang, Xinying Wang, Yaowei Wang, Yu-Xiong Wang, Zhiquan Wang, Gangshan Wu, Qiangqiang Wu, Xiaojun Wu, Zihao Xia, Jinxia Xie, Chenlong Xu, Tianyang Xu, Yong Xu, Chaocan Xue, Chao Yang, Jinyu Yang, Ming-Hsuan Yang, Chenyang Yu, Ke Yu, Chunhui Zhang, Jiaming Zhang, Zhipeng Zhang, Feng Zheng, Yaozong Zheng, Bineng Zhong, Jinglin Zhou, Junbao Zhou, Yong Zhou, Zikun Zhou, Guibo Zhu, Jiawen Zhu, Xuefeng Zhu, Vladimir V. Zunin
2024	J	`jnl`	The State of Computer Vision Research in Africa. J. Artif. Intell. Res. 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
2024	A*	`conf`	Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach. CVPR Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little
2024	J	`jnl`	Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach. CoRR Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little
2023	A*	`conf`	AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa. IJCAI Bushra Ibnauf, Mohammed Aboul Ezz, Ayman Abdel Aziz, Khalid Elgazzar, Mennatullah Siam
2023	J	`jnl`	M3T: Multi-Scale Memory Matching for Video Object Segmentation and Tracking. CoRR Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam, Leonid Sigal
2023	A*	`conf`	MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation. CVPR Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam
2023	J	`jnl`	MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation. CoRR Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam
2023	J	`jnl`	Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation. CoRR Mennatullah Siam, Rezaul Karim, He Zhao, Richard Wildes
2023	—	`conf`	Towards a Better Understanding of the Computer Vision Research Community in Africa. EAAMO 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
2023	J	`jnl`	Towards a Better Understanding of the Computer Vision Research Community in Africa. CoRR Abdul-Hakeem Omotayo, Mai Gamal, Eman Ehab, Gbètondji J.-S. Dovonon, Zainab Akinjobi, Lukman Ismaila, Houcemeddine Turki, Mahmod Abdien, Idriss Tondji, Abigail Oppong, Yvan Pimi, Karim Gamal, Mennatullah Siam
2023	J	`jnl`	Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation. CoRR Hesham Ali, Idriss Tondji, Mennatullah Siam
2022	A*	`conf`	A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CVPR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2022	J	`jnl`	A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. CoRR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2022	J	`jnl`	Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. CoRR Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis
2022	J	`jnl`	Temporal Transductive Inference for Few-Shot Video Object Segmentation. CoRR Mennatullah Siam, Konstantinos G. Derpanis, Richard P. Wildes
2021	C	`conf`	Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-Task Baseline. IV Eslam Mohamed, Mahmoud Ewaisha, Mennatullah Siam, Hazem Rashed, Senthil Kumar Yogamani, Waleed Hamdy, Mohamed El-Dakdouky, Ahmad El Sallab
2021	—	`conf`	Video Class Agnostic Segmentation Benchmark for Autonomous Driving. CVPR Workshops Mennatullah Siam, Alex Kendall, Martin Jägersand
2021	J	`jnl`	Video Class Agnostic Segmentation Benchmark for Autonomous Driving. CoRR Mennatullah Siam, Alex Kendall, Martin Jägersand
2021	J	`jnl`	Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving. CoRR Mennatullah Siam, Alex Kendall, Martin Jägersand
2020	J	`jnl`	InstanceMotSeg: Real-time Instance Motion Segmentation for Autonomous Driving. CoRR Eslam Mohamed, Mahmoud Ewaisha, Mennatullah Siam, Hazem Rashed, Senthil Kumar Yogamani, Ahmad El Sallab
2020	A*	`conf`	Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings. IJCAI Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand
2020	J	`jnl`	Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Inputs. CoRR Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand
2019	A*	`conf`	AMP: Adaptive Masked Proxies for Few-Shot Segmentation. ICCV Mennatullah Siam, Boris N. Oreshkin, Martin Jägersand
2019	J	`jnl`	Adaptive Masked Weight Imprinting for Few-Shot Segmentation. CoRR Mennatullah Siam, Boris N. Oreshkin
2019	J	`jnl`	One-Shot Weakly Supervised Video Object Segmentation. CoRR Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand
2019	A*	`conf`	Online Object and Task Learning via Human Robot Interaction. ICRA Masood Dehghan, Zichen Zhang, Mennatullah Siam, Jun Jin, Laura Petrich, Martin Jägersand
2019	A*	`conf`	Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting. ICRA Mennatullah Siam, Chen Jiang, Steven Weikai Lu, Laura Petrich, Mahmoud Gamal, Mohamed Elhoseiny, Martin Jägersand
2018	—	`conf`	A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving. CVPR Workshops Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand, Hong Zhang
2018	—	`conf`	MODNet: Motion and Appearance based Moving Object Detection Network for Autonomous Driving. ITSC Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Kumar Yogamani, Martin Jägersand, Ahmad El Sallab
2018	J	`jnl`	Online Tool and Task learning via Human Robot Interaction. CoRR Masood Dehghan, Zichen Zhang, Mennatullah Siam, Jun Jin, Laura Petrich, Martin Jägersand
2018	B	`conf`	RTSeg: Real-Time Semantic Segmentation Comparative Study. ICIP Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand
2018	J	`jnl`	RTSeg: Real-time Semantic Segmentation Comparative Study. CoRR Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand
2018	A	`conf`	Real-Time Segmentation with Appearance, Motion and Geometry. IROS Mennatullah Siam, Sara Elkerdawy, Mostafa Gamal, Moemen Abdel-Razek, Martin Jägersand, Hong Zhang
2018	J	`jnl`	ShuffleSeg: Real-time Semantic Segmentation Network. CoRR Mostafa Gamal, Mennatullah Siam, Moemen Abdel-Razek
2018	J	`jnl`	Video Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting. CoRR Mennatullah Siam, Chen Jiang, Steven Weikai Lu, Laura Petrich, Mahmoud Gamal, Mohamed Elhoseiny, Martin Jägersand
2017	—	`conf`	4-DoF Tracking for Robot Fine Manipulation Tasks. CRV Mennatullah Siam, Abhineet Singh, Camilo Perez, Martin Jägersand
2017	J	`jnl`	4-DoF Tracking for Robot Fine Manipulation Tasks. CoRR Mennatullah Siam, Abhineet Singh, Camilo Perez Quintero, Martin Jägersand
2017	B	`conf`	Convolutional gated recurrent networks for video segmentation. ICIP Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray
2017	—	`conf`	Convolutional gated recurrent networks for video semantic segmentation in automated driving. ITSC Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray, Senthil Kumar Yogamani
2017	J	`jnl`	Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges. CoRR Mennatullah Siam, Sara Elkerdawy, Martin Jägersand, Senthil Kumar Yogamani
2017	—	`conf`	Deep semantic segmentation for automated driving: Taxonomy, roadmap and challenges. ITSC Mennatullah Siam, Sara Elkerdawy, Martin Jägersand, Senthil Kumar Yogamani
2017	J	`jnl`	MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving. CoRR Mennatullah Siam, Heba Mahgoub, Mohamed Zahran, Senthil Kumar Yogamani, Martin Jägersand, Ahmad El Sallab
2017	A	`conf`	Recurrent Fully Convolutional Networks for Video Segmentation. WACV Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray
2017	A	`conf`	Unifying Registration Based Tracking: A Case Study with Structural Similarity. WACV Abhineet Singh, Mennatullah Siam, Martin Jägersand
2016	J	`jnl`	Convolutional Gated Recurrent Networks for Video Segmentation. CoRR Mennatullah Siam, Sepehr Valipour, Martin Jägersand, Nilanjan Ray
2016	J	`jnl`	Parking Stall Vacancy Indicator System Based on Deep Convolutional Neural Networks. CoRR Sepehr Valipour, Mennatullah Siam, Eleni Stroulia, Martin Jägersand
2016	—	`conf`	Parking-stall vacancy indicator system, based on deep convolutional neural networks. WF-IoT Sepehr Valipour, Mennatullah Siam, Eleni Stroulia, Martin Jägersand
2016	J	`jnl`	Recurrent Fully Convolutional Networks for Video Segmentation. CoRR Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray
2015	C	`conf`	Comparative Evaluation of 3D Pose Estimation of Industrial Objects in RGB Pointclouds. ICVS Bjarne Großmann, Mennatullah Siam, Volker Krüger
2013	—	`conf`	Enhanced Target Tracking in UAV Imagery with P-N Learning and Structural Constraints. ICCV Workshops Mennatullah Siam, Mohamed ElHelw