Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination

This paper presents a method for assessing skill from video, applicable to a variety of tasks, ranging from surgery to drawing and rolling pizza dough. We formulate the problem as pairwise (who's better?) and overall (who's best?) ranking of video collections, using supervised deep ranking...

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Bibliographic Details

Published in:	2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 6057 - 6066
Main Authors:	Doughty, Hazel, Damen, Dima, Mayol-Cuevas, Walterio
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2018
Subjects:	Distance measurement Neural networks Sports Surgery Task analysis Training Video sequences
ISSN:	1063-6919
Online Access:	Get full text
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