Papers Action Triplet Detection
“Action Triplet Detection” 태그가 달린 논문 3편 · 필터 해제
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
2023-07-18
· Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, Nicolas Padoy
Surgical action triplets describe instrument-tissue interactions as (instrument, verb, target) combinations, thereby supporting a detailed analysis of surgical scene activities and workflow. This work focuses on surgical…
Action Triplet DetectionTripletWhether and When does Endoscopy Domain Pretraining Make Sense?
2023-03-30
· Dominik Batić, Felix Holm, Ege Özsoy, Tobias Czempiel 외
Automated endoscopy video analysis is a challenging task in medical computer vision, with the primary objective of assisting surgeons during procedures. The difficulty arises from the complexity of surgical scenes and th…
Action Triplet DetectionSurgical phase recognitionTripletVideo UnderstandingCholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection
2023-02-13
· Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali 외
Formalizing surgical activities as triplets of the used instruments, actions performed, and target anatomies is becoming a gold standard approach for surgical activity modeling. The benefit is that this formalization hel…
Action Triplet DetectionAction Triplet RecognitionSurgical tool detectionTriplet
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