Model-Agnostic Temporal Regularizer for Object Localization Using Motion Fields

Video analysis often requires locating and tracking target objects. In some applications, the localization system has access to the full video, which allows fine-grain motion information to be estimated. This paper proposes capturing this information through motion fields and using it to improve the...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 08., Seite 2478-2487
1. Verfasser: Santiago, Carlos (VerfasserIn)
Weitere Verfasser: Medley, Daniela O, Marques, Jorge S, Nascimento, Jacinto C
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article