Motion History Images for Action Recognition and Understanding

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Dezember 2012



Human action analysis and recognition is a relatively mature field, yet one which is often not well understood by students and researchers.  The large number of possible variations in human motion and appearance, camera viewpoint, and environment, present considerable challenges.  Some important and common problems remain unsolved by the computer vision community. However, many valuable approaches have been proposed over the past decade, including the motion history image (MHI) method. This method has received significant attention, as it offers greater robustness and performance than other techniques. This work presents a comprehensive review of these state-of-the-art approaches and their applications, with a particular focus on the MHI method and its variants.


Action Representation
Motion History Image
Action Datasets and MHI


EAN: 9781447147305
Untertitel: 2013. Auflage. 34 schwarz-weiße Abbildungen, Bibliographie. eBook. Sprache: Englisch. Dateigröße in MByte: 3.
Verlag: Springer London
Erscheinungsdatum: Dezember 2012
Seitenanzahl: xvi116
Format: pdf eBook
Kopierschutz: Adobe DRM
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