22 citations · 36 across the 7 of their papers we have counts for
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cs.CV2026
Projection Pursuit CPCANet for Domain Generalization
Yu-Hsi Chen, Abd-Krim Seghouane
Domain Generalization (DG) aims to learn representations robust to distribution shifts. Recent geometric alignment methods, such as CPCANet, extract domain-invariant structures thr…
cs.CV2026
CPCANet: Deep Unfolding Common Principal Component Analysis for Domain Generalization
Yu-Hsi Chen, Abd-Krim Seghouane
Domain Generalization (DG) aims to learn representations that remain robust under out-of-distribution (OOD) shifts and generalize effectively to unseen target domains. While recent…
cs.CV2022★ 13 cited
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance
Aref Miri Rekavandi, Lian Xu, Farid Boussaid +3
Small object detection (SOD) in optical images and videos is a challenging problem that even state-of-the-art generic object detection methods fail to accurately localize and ident…