Mohamed S. Shehata

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 73

Top Topics

Object Tracking

Foreground Segmentation

Ultrasound Images

Top Venues

Publications

Ahmed Radwan, Islam I. Osman, Mohamed S. Shehata
Universal Medical Imaging Model for Domain Generalization with Data Privacy. CoRR (2024)
Anubhav Gupta, Islam I. Osman, Mohamed S. Shehata, W. John Braun
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks. CoRR (2024)
Reece Walsh, Islam I. Osman, Omar Abdelaziz, Mohamed S. Shehata
Fully Self-Supervised Out-of-Domain Few-Shot Learning with Masked Autoencoders. J. Imaging 10 (1) (2024)
Ahmed Radwan, Mohamed S. Shehata
FedPartWhole: Federated domain generalization via consistent part-whole hierarchies. CoRR (2024)
Islam I. Osman, Mohamed S. Shehata
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation. CoRR (2024)
Omar Abdelaziz, Mohamed S. Shehata, Mohamed Mohamed
Beyond Traditional Single Object Tracking: A Survey. CoRR (2024)
Islam I. Osman, Mohamed S. Shehata
Few-Shot Learning Network for Out-of-Distribution Image Classification. IEEE Trans. Artif. Intell. 4 (6) (2023)
Reece Walsh, Mohamed S. Shehata
Regularized Meta-Training with Embedding Mixup for Improved Few-Shot Learning. ISVC (2) (2023)
Islam I. Osman, Islam Abdelfattah, Mohamed S. Shehata
Domain Generalization for Foreground Segmentation Using Federated Learning. ISVC (1) (2023)
Mohamed H. Abdelpakey, Mohamed S. Shehata
Nonoverlapping Feature Projection Convolutional Neural Network With Differentiable Loss Function. IEEE Trans. Artif. Intell. 4 (4) (2023)
Ahmed Radwan, Mohamed S. Shehata
Distilling Part-whole Hierarchical Knowledge from a Huge Pretrained Class Agnostic Segmentation Framework. ICCV (Workshops) (2023)
Reece Walsh, Islam I. Osman, Mohamed S. Shehata
Masked Embedding Modeling With Rapid Domain Adjustment for Few-Shot Image Classification. IEEE Trans. Image Process. 32 (2023)
Mohamed H. Abdelpakey, Mohamed S. Shehata
NullSpaceRDAR: Regularized discriminative adaptive nullspace for object tracking. Image Vis. Comput. 127 (2022)
Mohamad Khajezade, Fatemeh Hendijani Fard, Mohamed S. Shehata
Evaluating few shot and Contrastive learning Methods for Code Clone Detection. CoRR (2022)
Islam I. Osman, Mohamed S. Shehata
Few-Shot Learning Network for Moving Object Detection Using Exemplar-Based Attention Map. ICIP (2022)
Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
Salient object detection using semantic segmentation technique. Int. J. Comput. Vis. Robotics 12 (1) (2022)
Islam I. Osman, Mohamed S. Shehata
Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images Using Transformers. AISI (2022)
Marouane Tliba, Mohamed Amine Kerkouri, Bashir Ghariba, Aladine Chetouani, Arzu Çöltekin, Mohamed S. Shehata, Alessandro Bruno
SATSal: A Multi-Level Self-Attention Based Architecture for Visual Saliency Prediction. IEEE Access 10 (2022)
Sherif Elbishlawi, Mohamed H. Abdelpakey, Mohamed S. Shehata
SocialNet: Detecting Social Distancing Violations in Crowd Scene on IoT devices. WF-IoT (2021)
Islam I. Osman, Agwad ElTantawy, Mohamed S. Shehata
Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network. Image Vis. Comput. 113 (2021)
Islam I. Osman, Mohamed H. Abdelpakey, Mohamed S. Shehata
TransBlast: Self-Supervised Learning Using Augmented Subspace with Transformer for Background/Foreground Separation. ICCVW (2021)
Hans Fuhrmann, Anthony Boyko, Mohamed H. Abdelpakey, Mohamed S. Shehata
DETECTren: Vehicle Object Detection Using Self-Supervised Learning based on Light-Weight Network for Low-Power Devices. WF-IoT (2021)
Mohamad Khajezade, Milad Ramezankhani, Fatemeh Hendijani Fard, Mohamed S. Shehata, Abbas S. Milani
Toward Using Few-Shot Learning for Prediction of Complex In-Service Defects of Composite Products: A case Study. CCECE (2021)
Sherif Elbishlawi, Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
CORONA-Net: Diagnosing COVID-19 from X-ray Images Using Re-Initialization and Classification Networks. J. Imaging 7 (5) (2021)
Reece Walsh, Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
Automated Human Cell Classification in Sparse Datasets using Few-Shot Learning. CoRR (2021)
Anthony Boyko, Mohamed H. Abdelpakey, Mohamed S. Shehata
GroupNet: Detecting the Social Distancing Violation using Object Tracking in Crowdscene. CCECE (2021)
Mohamed H. Abdelpakey, Mohamed S. Shehata
NullSpaceNet: Nullspace Convoluional Neural Network with Differentiable Loss Function. CoRR (2020)
Sherif Elbishlawi, Mohamed H. Abdelpakey, Agwad ElTantawy, Mohamed S. Shehata, Mostafa M. Mohamed
Deep Learning-Based Crowd Scene Analysis Survey. J. Imaging 6 (9) (2020)
Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
Performance Evaluation of Pre-Trained CNN Models for Visual Saliency Prediction. CCECE (2020)
Islam I. Osman, Mohamed S. Shehata
MODSiam: Moving Object Detection using Siamese Networks. CCECE (2020)
Mohamed H. Abdelpakey, Mohamed S. Shehata
DP-Siam: Dynamic Policy Siamese Network for Robust Object Tracking. IEEE Trans. Image Process. 29 (2020)
Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
A novel fully convolutional network for visual saliency prediction. PeerJ Comput. Sci. 6 (2020)
Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
Accurate Probability Distribution Calculation for Drone-Based Highway-VANETs. IEEE Trans. Veh. Technol. 69 (1) (2020)
Agwad ElTantawy, Mohamed S. Shehata
Local null space pursuit for real-time moving object detection in aerial surveillance. Signal Image Video Process. 14 (1) (2020)
Mohamed H. Abdelpakey, Mohamed S. Shehata
DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking. ISVC (1) (2019)
Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
On the End-to-End Delay in a One-Way VANET. IEEE Trans. Veh. Technol. 68 (9) (2019)
Ebrahim Karami, Mohamed S. Shehata, Andrew Smith
Semi-Automatic Algorithms for Estimation and Tracking of AP-Diameter of the IVC in Ultrasound Images. J. Imaging 5 (1) (2019)
Agwad ElTantawy, Mohamed S. Shehata
KRMARO: Aerial Detection of Small-Size Ground Moving Objects Using Kinematic Regularization and Matrix Rank Optimization. IEEE Trans. Circuits Syst. Video Technol. 29 (6) (2019)
Bashir Ghariba, Mohamed S. Shehata, Peter F. McGuire
Visual Saliency Prediction Based on Deep Learning. Inf. 10 (8) (2019)
Younis E. Abdalla, M. Tariq Iqbal, Mohamed S. Shehata
Copy-Move Forgery Detection and Localization Using a Generative Adversarial Network and Convolutional Neural-Network. Inf. 10 (9) (2019)
Agwad ElTantawy, Mohamed S. Shehata
An Accelerated Sequential PCP-Based Method for Ground-Moving Objects Detection From Aerial Videos. IEEE Trans. Image Process. 28 (12) (2019)
Younis E. Abdalla, M. Tariq Iqbal, Mohamed S. Shehata
Convolutional Neural Network for Copy-Move Forgery Detection. Symmetry 11 (10) (2019)
Mohamed H. Abdelpakey, Mohamed S. Shehata
DomainSiam: Domain-Aware Siamese Network for Visual Object Tracking. CoRR (2019)
Javad Rahimipour Anaraki, Saeed Samet, Mohamed S. Shehata, Kris Aubrey-Bassler, Ebrahim Karami, Saba Samet, Andrew Smith
Detecting Relative Changes in Circulating Blood Volume using Ultrasound and Simulation. CBMS (2019)
Ebrahim Karami, Mohamed S. Shehata, Andrew Smith
Adaptive Polar Active Contour for Segmentation and Tracking in Ultrasound Videos. IEEE Trans. Circuits Syst. Video Technol. 29 (4) (2019)
Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith
Estimation and tracking of AP-diameter of the inferior vena cava in ultrasound images using a novel active circle algorithm. Comput. Biol. Medicine 98 (2018)
Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking. ISVC (2018)
Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed, Minglun Gong
Adaptive Framework for Robust Visual Tracking. IEEE Access 6 (2018)
Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
Probability Distribution of the Re-Healing Delay in a One-Way Highway VANET. IEEE Commun. Lett. 22 (10) (2018)
Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith
Estimation and Tracking of AP-diameter of the Inferior Vena Cava in Ultrasound Images Using a Novel Active Circle Algorithm. CoRR (2018)
Hafez Seliem, Reza Shahidi, Mohamed Hossam Ahmed, Mohamed S. Shehata
Drone-Based Highway-VANET and DAS Service. IEEE Access 6 (2018)
Agwad ElTantawy, Mohamed S. Shehata
MARO: matrix rank optimization for the detection of small-size moving objects from aerial camera platforms. Signal Image Video Process. 12 (4) (2018)
Ebrahim Karami, Mohamed S. Shehata, Andrew Smith
Adaptive Polar Active Contour for Segmentation and Tracking in Ultrasound Videos. CoRR (2018)
Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M. Mohamed
DensSiam: End-to-End Densely-Siamese Network with Self-Attention Model for Object Tracking. CoRR (2018)
Younis E. Abdalla, M. Tariq Iqbal, Mohamed S. Shehata
Black Ice detection system using Kinect. CCECE (2017)
Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith
Image Identification Using SIFT Algorithm: Performance Analysis against Different Image Deformations. CoRR (2017)
Abdelrahman Ahmed, Mohamed S. Shehata
Effect of Denoising Algorithms on Video Stabilization. CRV (2017)
Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith
Segmentation and tracking of inferior vena cava in ultrasound images using a novel polar active contour algorithm. GlobalSIP (2017)
Acil Abdel Naby, Mohamed S. Shehata, Theodore S. Norvell
AEIPA: Docker-based system for Automated Evaluation of Image Processing Algorithms. CCECE (2017)
Ebrahim Karami, Siva Prasad, Mohamed S. Shehata
Image Matching Using SIFT, SURF, BRIEF and ORB: Performance Comparison for Distorted Images. CoRR (2017)
Adam B. Noel, Abderrazak Abdaoui, Tarek Elfouly, Mohamed Hossam Ahmed, Ahmed Badawy, Mohamed S. Shehata
Structural Health Monitoring Using Wireless Sensor Networks: A Comprehensive Survey. IEEE Commun. Surv. Tutorials 19 (3) (2017)
Hafez Seliem, Mohamed Hossam Ahmed, Reza Shahidi, Mohamed S. Shehata
Delay analysis for drone-based vehicular Ad-Hoc Networks. PIMRC (2017)
Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith
Tracking of the internal jugular vein in ultrasound images using optical flow. CCECE (2017)
Abdelrahman Ahmed, Mohamed S. Shehata
Towards High-Quality Parallel Stabilization. VISIGRAPP (3: VISAPP) (2016)
Jordan P. Smith, Mohamed S. Shehata, Ramsey G. Powell, Peter F. McGuire, Andrew J. Smith
Physiological Features of the Internal Jugular Vein from B-Mode Ultrasound Imagery. ISVC (2) (2016)
Ebrahim Karami, Mohamed S. Shehata, Peter F. McGuire, Andrew J. Smith
A semi-automated technique for internal jugular vein segmentation in ultrasound images using active contours. BHI (2016)
Zizui Chen, Stephen Czarnuch, Andrew J. Smith, Mohamed S. Shehata
Performance Evaluation of 3D Keypoints and Descriptors. ISVC (2) (2016)
Jordan P. Smith, Mohamed S. Shehata, Peter F. McGuire, Andrew J. Smith
Features of Internal Jugular Vein Contours for Classification. ISVC (2) (2016)
Agwad ElTantawy, Mohamed S. Shehata
A novel method for segmenting moving objects in aerial imagery using matrix recovery and physical spring model. ICPR (2016)
Abdelrahman Ahmed, Mohamed S. Shehata
StableFlow: A novel real-time method for digital video stabilization. ICPR (2016)
Agwad ElTantawy, Mohamed S. Shehata
Moving object detection from moving platforms using Lagrange multiplier. ICIP (2015)
Agwad ElTantawy, Mohamed S. Shehata
UT-MARO: Unscented Transformation and Matrix Rank Optimization for Moving Objects Detection in Aerial Imagery. ISVC (1) (2015)
Zizui Chen, Mohamed S. Shehata, Minglun Gong, Heather Carnahan, Adam Dubrowski, Andrew J. Smith
Feasibility of a semi-automated approach to grading point of care ultrasound image generation skills. IVCNZ (2015)
Shan Du, Mahmoud Ibrahim, Mohamed S. Shehata, Wael M. Badawy
Automatic License Plate Recognition (ALPR): A State-of-the-Art Review. IEEE Trans. Circuits Syst. Video Technol. 23 (2) (2013)
Shan Du, Mohamed S. Shehata, Wael M. Badawy, Choudhury A. Rahman
Eliminating illumination effects by discrete cosine transform (DCT) coefficients' attenuation and accentuation. Image Processing: Machine Vision Applications (2013)
Shan Du, Mohamed S. Shehata, Wael M. Badawy
A novel algorithm for illumination invariant DCT-based face recognition. CCECE (2012)
Jun Cai, Mohamed S. Shehata, Wael M. Badawy
A Robust Video-Based Algorithm for Detecting Snow Movement in Traffic Scenes. J. Signal Process. Syst. 56 (2-3) (2009)
Mohamed S. Shehata, Jun Cai, Wael M. Badawy, T. W. Burr, Muzamil S. Pervez, Robert Johannesson, Alireza Radmanesh
Video-Based Automatic Incident Detection for Smart Roads: The Outdoor Environmental Challenges Regarding False Alarms. IEEE Trans. Intell. Transp. Syst. 9 (2) (2008)
Jun Cai, Mohamed S. Shehata, Wael M. Badawy, Muzamil S. Pervez
An Algorithm to Compensate for Road Illumination Changes for AID Systems. ITSC (2007)
Mohamed S. Shehata, Muzamil S. Pervez, Tyson Burr, Jun Cai, Wael M. Badawy, Ahmad Radmanesh
On Eliminating Static Shadow False Alarms in Automatic Incident Detection Systems. ITSC (2006)
Jun Cai, Muzamil S. Pervez, Mohamed S. Shehata, Robert Johannesson, Wael M. Badawy, Ahmad Radmanesh
On The Identification of Snow Movements on Roads. SiPS (2006)