Mohamed S. Shehata

85 papers A* 1B 8Misc 2Journal 48Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	MoE^2: A Mixture-of-Mixtures of Experts for Ensemble-Free Domain Generalization. AAAI Ahmed Radwan, Mahmoud Soliman, Omar Abdelaziz, Ahmad Abdel-Qader, Mohamed S. Shehata
2026	J	`jnl`	Secondary use of health data: applications, models, algorithms, and ethical considerations. AI Ethics Mahmoud Soliman, Omar Abdelziz, Ahmed Radwan, Mohamed S. Shehata, Charlene Ronquillo, Karis Shearer
2026	J	`jnl`	Segmenting Superbubbles in a Simulated Multiphase Interstellar Medium using Computer Vision. CoRR Jing-Wen Chen, Alex S. Hill, Anna Ordog, Rebecca A. Booth, Mohamed S. Shehata
2025	J	`jnl`	Fedpartwhole: federated domain generalization via consistent part-whole hierarchies. Pattern Anal. Appl. Ahmed Radwan, Mohamed S. Shehata
2025	J	`jnl`	Integrating lightweight convolutional neural network with entropy-informed channel attention and adaptive spatial attention for OCT-based retinal disease classification. Comput. Biol. Medicine Md. Rayhan Ahmed, Mohamed S. Shehata, Patricia Lasserre
2025	—	`conf`	Learnable Laplacian Embedding Decomposition for One-Stream Visual Object Trackers. MECO Omar Abdelaziz, Mahmoud Soliman, Mahmoud Alaa, Mohamed S. Shehata
2025	J	`jnl`	MedDChest: A Content-Aware Multimodal Foundational Vision Model for Thoracic Imaging. CoRR Mahmoud Soliman, Islam I. Osman, Mohamed S. Shehata, Rasika Rajapakshe
2025	J	`jnl`	MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks. Comput. Anubhav Gupta, Islam I. Osman, Mohamed S. Shehata, W. John Braun, Rebecca E. Feldman
2025	B	`conf`	Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation. IWCMC Ahmad Abdel-Qader, Anas Chaaban, Mohamed S. Shehata
2025	J	`jnl`	Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation. CoRR Ahmad Abdel-Qader, Anas Chaaban, Mohamed S. Shehata
2024	—	`conf`	BgSub: A Background Subtraction Model for Effective Moving Object Detection. ACCV Workshops (1) Islam I. Osman, Mohamed S. Shehata
2024	J	`jnl`	Evaluating few-shot and contrastive learning methods for code clone detection. Empir. Softw. Eng. Mohamad Khajezade, Fatemeh H. Fard, Mohamed S. Shehata
2024	J	`jnl`	FedPartWhole: Federated domain generalization via consistent part-whole hierarchies. CoRR Ahmed Radwan, Mohamed S. Shehata
2024	J	`jnl`	Fully Self-Supervised Out-of-Domain Few-Shot Learning with Masked Autoencoders. J. Imaging Reece Walsh, Islam I. Osman, Omar Abdelaziz, Mohamed S. Shehata
2024	B	`conf`	Learn By An Example Transformer For Domain Generalization In Video Object Segmentation. ICIP Islam I. Osman, Mohamed S. Shehata
2024	J	`jnl`	Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation. CoRR Islam I. Osman, Mohamed S. Shehata
2024	—	`conf`	MEM: Mask Enhancement Model for Video Object Segmentation. ISVC (1) Islam Abdelfattah, Mohamed S. Shehata
2024	J	`jnl`	MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks. CoRR Anubhav Gupta, Islam I. Osman, Mohamed S. Shehata, W. John Braun
2024	J	`jnl`	Universal Medical Imaging Model for Domain Generalization with Data Privacy. CoRR Ahmed Radwan, Islam I. Osman, Mohamed S. Shehata
2023	—	`conf`	Distilling Part-whole Hierarchical Knowledge from a Huge Pretrained Class Agnostic Segmentation Framework. ICCV (Workshops) Ahmed Radwan, Mohamed S. Shehata
2023	—	`conf`	Domain Generalization for Foreground Segmentation Using Federated Learning. ISVC (1) Islam I. Osman, Islam Abdelfattah, Mohamed S. Shehata
2023	J	`jnl`	Few-Shot Learning Network for Out-of-Distribution Image Classification. IEEE Trans. Artif. Intell. Islam I. Osman, Mohamed S. Shehata
2023	J	`jnl`	Masked Embedding Modeling With Rapid Domain Adjustment for Few-Shot Image Classification. IEEE Trans. Image Process. Reece Walsh, Islam I. Osman, Mohamed S. Shehata
2023	J	`jnl`	Nonoverlapping Feature Projection Convolutional Neural Network With Differentiable Loss Function. IEEE Trans. Artif. Intell. Mohamed H. Abdelpakey, Mohamed S. Shehata
2023	—	`conf`	Regularized Meta-Training with Embedding Mixup for Improved Few-Shot Learning. ISVC (2) Reece Walsh, Mohamed S. Shehata
2022	J	`jnl`	Evaluating few shot and Contrastive learning Methods for Code Clone Detection. CoRR Mohamad Khajezade, Fatemeh Hendijani Fard, Mohamed S. Shehata
2022	B	`conf`	Few-Shot Learning Network for Moving Object Detection Using Exemplar-Based Attention Map. ICIP Islam I. Osman, Mohamed S. Shehata
2022	J	`jnl`	NullSpaceRDAR: Regularized discriminative adaptive nullspace for object tracking. Image Vis. Comput. Mohamed H. Abdelpakey, Mohamed S. Shehata
2022	J	`jnl`	SATSal: A Multi-Level Self-Attention Based Architecture for Visual Saliency Prediction. IEEE Access Marouane Tliba, Mohamed Amine Kerkouri, Bashir Ghariba, Aladine Chetouani, Arzu Çöltekin, Mohamed S. Shehata, Alessandro Bruno
2022	J	`jnl`	Salient object detection using semantic segmentation technique. Int. J. Comput. Vis. Robotics Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
2022	—	`conf`	Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images Using Transformers. AISI Islam I. Osman, Mohamed S. Shehata
2021	J	`jnl`	Automated Human Cell Classification in Sparse Datasets using Few-Shot Learning. CoRR Reece Walsh, Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
2021	J	`jnl`	CORONA-Net: Diagnosing COVID-19 from X-ray Images Using Re-Initialization and Classification Networks. J. Imaging Sherif Elbishlawi, Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
2021	—	`conf`	DETECTren: Vehicle Object Detection Using Self-Supervised Learning based on Light-Weight Network for Low-Power Devices. WF-IoT Hans Fuhrmann, Anthony Boyko, Mohamed H. Abdelpakey, Mohamed S. Shehata
2021	—	`conf`	GroupNet: Detecting the Social Distancing Violation using Object Tracking in Crowdscene. CCECE Anthony Boyko, Mohamed H. Abdelpakey, Mohamed S. Shehata
2021	—	`conf`	SocialNet: Detecting Social Distancing Violations in Crowd Scene on IoT devices. WF-IoT Sherif Elbishlawi, Mohamed H. Abdelpakey, Mohamed S. Shehata
2021	J	`jnl`	Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network. Image Vis. Comput. Islam I. Osman, Agwad ElTantawy, Mohamed S. Shehata
2021	—	`conf`	Toward Using Few-Shot Learning for Prediction of Complex In-Service Defects of Composite Products: A case Study. CCECE Mohamad Khajezade, Milad Ramezankhani, Fatemeh Hendijani Fard, Mohamed S. Shehata, Abbas S. Milani
2021	—	`conf`	TransBlast: Self-Supervised Learning Using Augmented Subspace with Transformer for Background/Foreground Separation. ICCVW Islam I. Osman, Mohamed H. Abdelpakey, Mohamed S. Shehata
2020	J	`jnl`	A novel fully convolutional network for visual saliency prediction. PeerJ Comput. Sci. Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
2020	J	`jnl`	Accurate Probability Distribution Calculation for Drone-Based Highway-VANETs. IEEE Trans. Veh. Technol. Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
2020	J	`jnl`	DP-Siam: Dynamic Policy Siamese Network for Robust Object Tracking. IEEE Trans. Image Process. Mohamed H. Abdelpakey, Mohamed S. Shehata
2020	J	`jnl`	Deep Learning-Based Crowd Scene Analysis Survey. J. Imaging Sherif Elbishlawi, Mohamed H. Abdelpakey, Agwad ElTantawy, Mohamed S. Shehata, Mostafa M. Mohamed
2020	J	`jnl`	Local null space pursuit for real-time moving object detection in aerial surveillance. Signal Image Video Process. Agwad ElTantawy, Mohamed S. Shehata
2020	—	`conf`	MODSiam: Moving Object Detection using Siamese Networks. CCECE Islam I. Osman, Mohamed S. Shehata
2020	J	`jnl`	NullSpaceNet: Nullspace Convoluional Neural Network with Differentiable Loss Function. CoRR Mohamed H. Abdelpakey, Mohamed S. Shehata
2020	—	`conf`	Performance Evaluation of Pre-Trained CNN Models for Visual Saliency Prediction. CCECE Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
2019	J	`jnl`	An Accelerated Sequential PCP-Based Method for Ground-Moving Objects Detection From Aerial Videos. IEEE Trans. Image Process. Agwad ElTantawy, Mohamed S. Shehata
2019	J	`jnl`	Convolutional Neural Network for Copy-Move Forgery Detection. Symmetry Younis E. Abdalla, M. Tariq Iqbal, Mohamed S. Shehata
2019	J	`jnl`	Copy-Move Forgery Detection and Localization Using a Generative Adversarial Network and Convolutional Neural-Network. Inf. Younis E. Abdalla, M. Tariq Iqbal, Mohamed S. Shehata
2019	B	`conf`	Detecting Relative Changes in Circulating Blood Volume using Ultrasound and Simulation. CBMS Javad Rahimipour Anaraki, Saeed Samet, Mohamed S. Shehata, Kris Aubrey-Bassler, Ebrahim Karami, Saba Samet, Andrew Smith
2019	—	`conf`	DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking. ISVC (1) Mohamed H. Abdelpakey, Mohamed S. Shehata
2019	J	`jnl`	DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking. CoRR Mohamed H. Abdelpakey, Mohamed S. Shehata
2019	J	`jnl`	KRMARO: Aerial Detection of Small-Size Ground Moving Objects Using Kinematic Regularization and Matrix Rank Optimization. IEEE Trans. Circuits Syst. Video Technol. Agwad ElTantawy, Mohamed S. Shehata
2019	J	`jnl`	On the End-to-End Delay in a One-Way VANET. IEEE Trans. Veh. Technol. Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
2019	J	`jnl`	Semi-Automatic Algorithms for Estimation and Tracking of AP-Diameter of the IVC in Ultrasound Images. J. Imaging Ebrahim Karami, Mohamed S. Shehata, Andrew Smith
2019	J	`jnl`	Visual Saliency Prediction Based on Deep Learning. Inf. Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
2018	J	`jnl`	Adaptive Framework for Robust Visual Tracking. IEEE Access Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed, Minglun Gong
2018	J	`jnl`	Adaptive Polar Active Contour for Segmentation and Tracking in Ultrasound Videos. CoRR Ebrahim Karami, Mohamed S. Shehata, Andrew Smith
2018	Misc	`conf`	DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking. ISVC Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
2018	J	`jnl`	DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking. CoRR Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
2018	J	`jnl`	Drone-Based Highway-VANET and DAS Service. IEEE Access Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
2018	J	`jnl`	Estimation and Tracking of AP-diameter of the Inferior Vena Cava in Ultrasound Images Using a Novel Active Circle Algorithm. CoRR Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith
2018	J	`jnl`	MARO: matrix rank optimization for the detection of small-size moving objects from aerial camera platforms. Signal Image Video Process. Agwad ElTantawy, Mohamed S. Shehata
2018	J	`jnl`	Probability Distribution of the Re-Healing Delay in a One-Way Highway VANET. IEEE Commun. Lett. Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
2017	—	`conf`	AEIPA: Docker-based system for Automated Evaluation of Image Processing Algorithms. CCECE Acil Abdel Naby, Mohamed S. Shehata, Theodore S. Norvell
2017	—	`conf`	Black Ice detection system using Kinect. CCECE Younis E. Abdalla, M. Tariq Iqbal, Mohamed S. Shehata
2017	B	`conf`	Delay analysis for drone-based vehicular Ad-Hoc Networks. PIMRC Hafez Seliem, Mohamed Hossam Ahmed, Reza Shahidi, Mohamed S. Shehata
2017	—	`conf`	Effect of Denoising Algorithms on Video Stabilization. CRV Abdelrahman Ahmed, Mohamed S. Shehata
2017	J	`jnl`	Structural Health Monitoring Using Wireless Sensor Networks: A Comprehensive Survey. IEEE Commun. Surv. Tutorials Adam B. Noel, Abderrazak Abdaoui, Tarek Elfouly, Mohamed Hossam Ahmed, Ahmed Badawy, Mohamed S. Shehata
2017	—	`conf`	Tracking of the internal jugular vein in ultrasound images using optical flow. CCECE Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith
2016	B	`conf`	A novel method for segmenting moving objects in aerial imagery using matrix recovery and physical spring model. ICPR Agwad ElTantawy, Mohamed S. Shehata
2016	B	`conf`	StableFlow: A novel real-time method for digital video stabilization. ICPR Abdelrahman Ahmed, Mohamed S. Shehata
2016	—	`conf`	Towards High-Quality Parallel Stabilization. VISIGRAPP (3: VISAPP) Abdelrahman Ahmed, Mohamed S. Shehata
2015	Misc	`conf`	Feasibility of a semi-automated approach to grading point of care ultrasound image generation skills. IVCNZ Zizui Chen, Mohamed S. Shehata, Minglun Gong, Heather Carnahan, Adam Dubrowski, Andrew J. Smith
2015	B	`conf`	Moving object detection from moving platforms using Lagrange multiplier. ICIP Agwad ElTantawy, Mohamed S. Shehata
2015	—	`conf`	UT-MARO: Unscented Transformation and Matrix Rank Optimization for Moving Objects Detection in Aerial Imagery. ISVC (1) Agwad ElTantawy, Mohamed S. Shehata
2013	J	`jnl`	Automatic License Plate Recognition (ALPR): A State-of-the-Art Review. IEEE Trans. Circuits Syst. Video Technol. Shan Du, Mahmoud Ibrahim, Mohamed S. Shehata, Wael M. Badawy
2013	—	`conf`	Eliminating illumination effects by discrete cosine transform (DCT) coefficients' attenuation and accentuation. Image Processing: Machine Vision Applications Shan Du, Mohamed S. Shehata, Wael M. Badawy, Choudhury A. Rahman
2012	—	`conf`	A novel algorithm for illumination invariant DCT-based face recognition. CCECE Shan Du, Mohamed S. Shehata, Wael M. Badawy
2009	J	`jnl`	A Robust Video-Based Algorithm for Detecting Snow Movement in Traffic Scenes. J. Signal Process. Syst. Jun Cai, Mohamed S. Shehata, Wael M. Badawy
2008	J	`jnl`	Video-Based Automatic Incident Detection for Smart Roads: The Outdoor Environmental Challenges Regarding False Alarms. IEEE Trans. Intell. Transp. Syst. Mohamed S. Shehata, Jun Cai, Wael M. Badawy, T. W. Burr, Muzamil S. Pervez, Robert Johannesson, Alireza Radmanesh
2007	—	`conf`	An Algorithm to Compensate for Road Illumination Changes for AID Systems. ITSC Jun Cai, Mohamed S. Shehata, Wael M. Badawy, Muzamil S. Pervez
2006	—	`conf`	On Eliminating Static Shadow False Alarms in Automatic Incident Detection Systems. ITSC Mohamed S. Shehata, Muzamil S. Pervez, Tyson Burr, Jun Cai, Wael M. Badawy, Ahmad Radmanesh
2006	—	`conf`	On The Identification of Snow Movements on Roads. SiPS Jun Cai, Muzamil S. Pervez, Mohamed S. Shehata, Robert Johannesson, Wael M. Badawy, Ahmad Radmanesh