Chao-Fan Ma

Semantic-Guided Object Detection via Visual-Language Alignment

Object detection in complex environments is challenged by background interference, scale variations, and insufficient semantic representation. To address these issues, CVM-YOLO is proposed as a semantic-guided vision-language alignment framework built upon YOLO-World, in which a CAMVM backbone is integrated for efficie...