Multiple People Tracking and Gait Recognition for Video Surveillance von Maryam Babaee | ISBN 9783843948609

Multiple People Tracking and Gait Recognition for Video Surveillance

von Maryam Babaee
Buchcover ISBN 9783843948609

Multiple People Tracking and Gait Recognition for Video Surveillance

von Maryam Babaee
This thesis tackles the problems of multiple people tracking and gait recognition with a focus on occlusion handling in video surveillance. For the tracking, the proposed method adopts a hierarchical way of tracking along with a robust re-identification module, which produces affinity measures for data association. For gait recognition, two issues are addressed: 1) incomplete gait cycles, by presenting a fully convolutional network to restore complete gait cycles and 2) view variation, by proposing a variant of the non-negative matrix factorization algorithm.

ISBN-Daten

Softcover
159 Seiten
Verlag
erschienen am
27.09.2021
Sprache
Englisch
ISBN-10
3-8439-4860-7
ISBN-13
978-3-8439-4860-9
Maße
21 x 14,8 cm, 219 gr
Lieferstatus
verfügbar
Preis
39,00 €*

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