A Two-Point Association Tracking System Incorporated With YOLOv11 for Real-Time Visual Tracking of Laparoscopic Surgical Instruments

A Two-Point Association Tracking System Incorporated With YOLOv11 for Real-Time Visual Tracking of Laparoscopic Surgical Instruments

The application of real-time visual tracking in laparoscopic surgery has gained significant attention in recent years, driven by the growing demand for precise and automated surgical assistance. Instrument tracking, in particular, is critical for enhancing the safety and efficacy of minimally invasi...

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Bibliographic Details
Main Authors: Nyi Nyi Myo, Apiwat Boonkong, Kovit Khampitak, Daranee Hormdee
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Real-time tracking
deep learning
surgical instrument segmentation
laparoscopic surgery
YOLOv11
ByteTrack
Online Access:https://ieeexplore.ieee.org/document/10840191/
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