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cs.CV2023
SurgPLAN: Surgical Phase Localization Network for Phase Recognition
Xingjian Luo, You Pang, Zhen Chen +4
Surgical phase recognition is crucial to providing surgery understanding in smart operating rooms. Despite great progress in automatic surgical phase recognition, most existing met…
cs.CV2023
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments
Zhen Sun, Huan Xu, Jinlin Wu +3
In surgical procedures, correct instrument counting is essential. Instance segmentation is a location method that locates not only an object's bounding box but also each pixel's sp…
eess.IV2023
Weakly Supervised YOLO Network for Surgical Instrument Localization in Endoscopic Videos
Rongfeng Wei, Jinlin Wu, Xuexue Bai +4
In minimally invasive surgery, surgical instrument localization is a crucial task for endoscopic videos, which enables various applications for improving surgical outcomes. However…