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Zhangjun Zhou

3 accepted papers

2026

OwlCap: Harmonizing Motion-Detail for Video Captioning via HMD-270K and Caption Set Equivalence Reward

AAAI 2026technical

Video captioning aims to generate comprehensive and coherent descriptions of the video content, contributing to the advancement of both video understanding and generation. However, existing methods often suffer from motion-detail imbalance, as models tend to overemphasize one aspect while neglecting

Cited by 0SourcePDFScholar
2026

Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos

CVPR 2026

Intraoperative bleeding in laparoscopic surgery causes rapid obscuration of the operative field to hinder the surgical process and increases the risk of postoperative complications. Intelligent detection of bleeding areas can quantify the blood loss to assist decision-making, while locating bleeding

Cited by 0SourcecodeScholar
2025

Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes

ICCV 2025poster

While the human visual system employs distinct mechanisms to perceive salient and camouflaged objects, existing models struggle to disentangle these tasks. Specifically, salient object detection (SOD) models frequently misclassify camouflaged objects as salient, while camouflaged object detection (C…