Junlei Cao

PMSPO: Progressive Matching and Semantic-Aware Policy Optimization for Camouflaged Object Detection

Reinforcement learning-based Multimodal Large Language Models (MLLMs) provide new perspectives for visual grounding, yet face significant challenges in Camouflaged Object Detection (COD) where objects blend seamlessly with backgrounds. This stems primarily from: difficulties in multi-object matching…