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Surgical tool detection

Presence detection of various classes of surgical instruments in endoscopy videos.

Papers

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Showing 1–14 of 14 papers

TitleStatusHype
Deep Learning for Surgical Instrument Recognition and Segmentation in Robotic-Assisted Surgeries: A Systematic Review—0
EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery VideosCode1
Weakly Semi-supervised Tool Detection in Minimally Invasive Surgery Videos—0
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical InstrumentsCode0
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data—0
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detectionCode1
A semi-supervised Teacher-Student framework for surgical tool detection and localizationCode1
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video AnalysisCode0
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic VideosCode0
DeepPhase: Surgical Phase Recognition in CATARACTS Videos—0
Weakly-Supervised Learning for Tool Localization in Laparoscopic VideosCode1
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic VideosCode1
SSD: Single Shot MultiBox DetectorCode2
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