← Search

Zhixi Li

4 accepted papers

2026

Benchmarking Endoscopic Surgical Image Restoration and Beyond

CVPR 2026

In endoscopic surgery, a clear and high-quality visual field is critical for surgeons to make accurate intraoperative decisions. However, persistent visual degradation, including smoke generated by energy devices, lens fogging from thermal gradients, and lens contamination due to blood or tissue flu

Cited by 0SourcecodeScholar
2026

ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection

ICLR 2026poster

Surgical triplet detection is a critical task in surgical video analysis, with significant implications for performance assessment and training novice surgeons. However, existing datasets like CholecT50 lack precise spatial bounding box annotations, rendering triplet classification at the image leve…

Cited by 0SourceScholar
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

Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver

AAAI 2025technical

Pringle maneuver (PM) in laparoscopic liver resection aims to reduce blood loss and provide a clear surgical view by intermittently blocking blood inflow of the liver, whereas prolonged PM may cause ischemic injury. To comprehensively monitor this surgical procedure and provide timely warnings of in…