Object detectors that solely rely on image contrast are struggling to detect camouflaged objects in images because of the high similarity between and their surroundings. To address this issue, paper, we investigate role part-object relationship for object detection. Specifically, propose a Part-Object Contrast Integrated Network (POCINet) covering both search identification stages, where each s...