SYSTEMS AND METHODS FOR OBJECT TRACKING AND LOCALIZATION IN VIDEOS WITH ADAPTIVE IMAGE REPRESENTATION

SYSTEMS AND METHODS FOR OBJECT TRACKING AND LOCALIZATION IN VIDEOS WITH ADAPTIVE IMAGE REPRESENTATION

A system and method are provided for object tracking in a sequence of images of a scene acquired by an imaging device. The method includes generating a representation of an object and its surroundings; generating a tracking score based on the representation of the object and its surroundings, and a...

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Bibliographische Detailangaben
Hauptverfasser: MORI, Gregory Peter, ZHAI, Mengyao, ROSHTKHARI JAVAN, Mehrsan
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung:A system and method are provided for object tracking in a sequence of images of a scene acquired by an imaging device. The method includes generating a representation of an object and its surroundings; generating a tracking score based on the representation of the object and its surroundings, and a classification scheme; detecting a peak in the tracking score corresponding to a location of the object in the image; and adjusting the representation of the object and its surroundings and the classification scheme according to one or more new appearances of the object.