Chunyuan Chen

Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection

At the core of Camouflaged Object Detection (COD) lies segmenting objects from their highly similar surroundings. Previous efforts navigate this challenge primarily through image-level modeling or annotation-based optimization. Despite advancing considerably, this commonplace practice hardly taps va…