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Vignesh Srinivasan

2 accepted papers

2018

Estimation of Interaction Forces in Robotic Surgery using a Semi-Supervised Deep Neural Network Model

IROS 2018poster

Providing force feedback as a feature in current Robot-Assisted Minimally Invasive Surgery systems still remains a challenge. In recent years, Vision-Based Force Sensing (VBFS) has emerged as a promising approach to address this problem. Existing methods have been developed in a Supervised Learning…

Cited by 28SourceScholar
2017

Interpretable human action recognition in compressed domain

ICASSP 2017accepted

Compressed domain human action recognition algorithms are extremely efficient, because they only require a partial decoding of the video bit stream. However, the question what exactly makes these algorithms decide for a particular action is still a mystery. In this paper, we present a general method…

Cited by 0SourceScholar