Motion History Images for Action Recognition and Understanding - Couverture souple

Livre 52 sur 322: SpringerBriefs in Computer Science

Ahad, Md. Atiqur Rahman Rahman

 
9781447147299: Motion History Images for Action Recognition and Understanding
Couverture souple
ISBN 10 : 1447147294 ISBN 13 : 9781447147299
Editeur : Springer, 2012

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2012
Langue
anglais
ISBN 10 
1447147294
ISBN 13 
9781447147299
Reliure
Broché
Nombre de pages
140
Coordonnées du fabricant
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Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9781447147312: Motion History Images for Action Recognition and Understanding

Edition présentée

ISBN 10 :  1447147316 ISBN 13 :  9781447147312
Editeur : Springer, 2013
Couverture souple