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Surgical tool detection
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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Presence detection of various classes of surgical instruments in endoscopy videos.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos
Weakly Semi-supervised Tool Detection in Minimally Invasive Surgery Videos
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection
A semi-supervised Teacher-Student framework for surgical tool detection and localization
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos
DeepPhase: Surgical Phase Recognition in CATARACTS Videos
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
SSD: Single Shot MultiBox Detector
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.