Islam I. Osman

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Image Classification

Moving Object Detection

Life Long Learning

Computer Vision And Image Processing

Top Venues

IEEE Trans. Image Process.

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)
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)
Islam I. Osman, Mohamed S. Shehata
Few-Shot Learning Network for Out-of-Distribution Image Classification. IEEE Trans. Artif. Intell. 4 (6) (2023)
Islam I. Osman, Islam Abdelfattah, Mohamed S. Shehata
Domain Generalization for Foreground Segmentation Using Federated Learning. ISVC (1) (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)
Islam I. Osman, Mohamed S. Shehata
Few-Shot Learning Network for Moving Object Detection Using Exemplar-Based Attention Map. ICIP (2022)
Islam I. Osman, Mohamed S. Shehata
Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images Using Transformers. AISI (2022)
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)
Islam I. Osman, Mohamed S. Shehata
MODSiam: Moving Object Detection using Siamese Networks. CCECE (2020)