Always look on the bright side of the field: Merging pose and contextual data to estimate orientation of soccer players
A Arbués-Sangüesa, A Martín… - … on Image Processing …, 2020 - ieeexplore.ieee.org
Although orientation has proven to be a key skill of soccer players in order to succeed in a
broad spectrum of plays, body orientation is a yet-little-explored area in sports analytics'
research. Despite being an inherently ambiguous concept, player orientation can be defined
as the projection (2D) of the normal vector placed in the center of the upper-torso of players
(3D). This research presents a novel technique to obtain player orientation from monocular
video recordings by mapping pose parts (shoulders and hips) in a 2D field by combining …
broad spectrum of plays, body orientation is a yet-little-explored area in sports analytics'
research. Despite being an inherently ambiguous concept, player orientation can be defined
as the projection (2D) of the normal vector placed in the center of the upper-torso of players
(3D). This research presents a novel technique to obtain player orientation from monocular
video recordings by mapping pose parts (shoulders and hips) in a 2D field by combining …
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