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Islam I. Osman
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 7
Top Topics
Moving Object Detection
Foreground Segmentation
Image Classification
Supervised Learning
Top Venues
ICIP
IEEE Trans. Image Process.
ISVC (1)
IEEE Trans. Artif. Intell.
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Publications
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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
,
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)