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On Action Quality Assessment, Paritosh Parmar
On Action Quality Assessment, Paritosh Parmar
UNLV Theses, Dissertations, Professional Papers, and Capstones
In this dissertation, we tackle the task of quantifying the quality of actions, i.e., how well an
action was performed using computer vision. Existing methods used human body pose-based features to express the quality contained in an action sample. Human body pose estimation in actions such as sports actions, like diving and gymnastic vault, is particularly challenging, since the athletes undergo convoluted transformations while performing their routines. Moreover, pose-based features do not take into account visual cues such as water splash in diving. Visual cues are taken into account by human judges. In our first work, we show that using …