CamDiff: Camouflage Image Augmentation via Diffusion

The burgeoning field of Camouflaged Object Detection (COD) seeks to identify objects that blend into their surroundings. Despite the impressive performance of recent learning-based models, their robustness is limited, as existing methods may misclassify salient objects as camouflaged ones, despite t...

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Bibliographic Details
Main Authors: Xue-Jing Luo, Shuo Wang, Zongwei Wu, Christos Sakaridis, Yun Cheng, Deng-Ping Fan, Luc Van Gool
Format: Article
Language:English
Published: Tsinghua University Press 2023-12-01
Series:CAAI Artificial Intelligence Research
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/AIR.2023.9150021