Motion History Images for Action Recognition and Understanding (SpringerBriefs in Computer Science) - Softcover

Buch 52 von 322: SpringerBriefs in Computer Science

Ahad, Md. Atiqur Rahman Rahman

 
9781447147299: Motion History Images for Action Recognition and Understanding (SpringerBriefs in Computer Science)
Softcover
ISBN 10: 1447147294 ISBN 13: 9781447147299
Verlag: Springer, 2012

Inhaltsangabe

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.

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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.

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Verlag
Springer
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
1447147294
ISBN 13 
9781447147299
Einband
Tapa blanda
Anzahl der Seiten
140
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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Hamburg
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Softcover