AI RESEARCH
EviRCOD: Evidence-Guided Probabilistic Decoding for Referring Camouflaged Object Detection
arXiv CS.CV
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ArXi:2604.10894v1 Announce Type: new Referring Camouflaged Object Detection (Ref-COD) focuses on segmenting specific camouflaged targets in a query image using category-aligned references. Despite recent advances, existing methods struggle with reference-target semantic alignment, explicit uncertainty modeling, and robust boundary preservation.