A teacher-student unsupervised detector with adaptive pseudo-label mixing and small-object zoom refinement sets new state-of-the-art results on four camouflaged object detection benchmarks without using any pixel labels.
Global contrast based salient region detection
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UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
A teacher-student unsupervised detector with adaptive pseudo-label mixing and small-object zoom refinement sets new state-of-the-art results on four camouflaged object detection benchmarks without using any pixel labels.