Estimation of player trajectories from context in football games using autoencoders

ChyronHego tracks a large number of football games. Occasionally there are errors in the tracked positions of the ball or the players. This thesis aims to investigate to what extent vanilla autoencoders, variational autoencoders and conditional variational autoencoders can recognise patterns in the...

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Bibliographic Details
Main Author: Deprette, Manon
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2020
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-280698