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Automated Assessment of Surgical Skills Using Frequency Analysis
(Georgia Institute of Technology, 2015)
We present an automated framework for visual assessment
of the expertise level of surgeons using the OSATS (Objective Structured Assessment of Technical Skills) criteria. Video analysis techniques
for extracting motion ...
A Visualization Framework for Team Sports Captured using Multiple Static Cameras
(Georgia Institute of Technology, 2013)
We present a novel approach for robust localization of multiple people observed using a set of static cameras. We use this
location information to generate a visualization of the virtual offside line in soccer games. To ...
Automated surgical OSATS prediction from videos
(Georgia Institute of Technology, 2014-04)
The assessment of surgical skills is an essential part of medical training. The prevalent manual evaluations by expert surgeons are time consuming and often their outcomes vary substantially from one observer to another. ...