232 citations · 232 across the 1 of their papers we have counts for
2 papers
cs.CV2020★ 232 cited
Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection
Duygu Sarikaya, Jason J. Corso, Khurshid A. Guru
Video understanding of robot-assisted surgery (RAS) videos is an active research area. Modeling the gestures and skill level of surgeons presents an interesting problem. The insigh…
cs.CV2018
Joint Surgical Gesture and Task Classification with Multi-Task and Multimodal Learning
Duygu Sarikaya, Khurshid A. Guru, Jason J. Corso
We propose a novel multi-modal and multi-task architecture for simultaneous low level gesture and surgical task classification in Robot Assisted Surgery (RAS) videos.Our end-to-end…