3 papers
cs.CV2025
OwlCap: Harmonizing Motion-Detail for Video Captioning via HMD-270K and Caption Set Equivalence Reward
Chunlin Zhong, Qiuxia Hou, Zhangjun Zhou +5
Video captioning aims to generate comprehensive and coherent descriptions of the video content, contributing to the advancement of both video understanding and generation. However,…
cs.CV2025
Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes
Zhangjun Zhou, Yiping Li, Chunlin Zhong +4
While the human visual system employs distinct mechanisms to perceive salient and camouflaged objects, existing models struggle to disentangle these tasks. Specifically, salient ob…
cs.CV2025
PathVG: A New Benchmark and Dataset for Pathology Visual Grounding
Chunlin Zhong, Shuang Hao, Junhua Wu +5
With the rapid development of computational pathology, many AI-assisted diagnostic tasks have emerged. Cellular nuclei segmentation can segment various types of cells for downstrea…