Cognitive Computer Vision: Explorations in color and texture processing - Couverture souple

Van Den Broek, Egon L.

 
9783844383010: Cognitive Computer Vision: Explorations in color and texture processing
Couverture souple
ISBN 10 : 3844383018 ISBN 13 : 9783844383010
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

Digital media have rapidly become ubiquitous and its development has resulted in (i) an ever increasing amount of images and video on the Internet, (ii) a steep decline in digital transportation and storage costs, and (iii) ambient presence. In line with these developments, the field of computer vision (CV) evolved quickly. Driven by a technology push, a range of CV techniques were developed. However, the user and his characteristics were taken into account seldom and, subsequently, limitations of mere technical solutions became apparent. This book describes research, which aims to bridge CV's semantic gap through human-centered computing. It addresses two of CV's foundations: color and texture. Both human color categorization and human texture classification are modeled, implemented, and validated for (online) CV purposes. Both approaches show to be (computationally) efficient as well as accurate. As such, a foundation is paved for the emerging field of cognitive computer vision.

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Présentation de l'éditeur

Digital media have rapidly become ubiquitous and its development has resulted in (i) an ever increasing amount of images and video on the Internet, (ii) a steep decline in digital transportation and storage costs, and (iii) ambient presence. In line with these developments, the field of computer vision (CV) evolved quickly. Driven by a technology push, a range of CV techniques were developed. However, the user and his characteristics were taken into account seldom and, subsequently, limitations of mere technical solutions became apparent. This book describes research, which aims to bridge CV's semantic gap through human-centered computing. It addresses two of CV's foundations: color and texture. Both human color categorization and human texture classification are modeled, implemented, and validated for (online) CV purposes. Both approaches show to be (computationally) efficient as well as accurate. As such, a foundation is paved for the emerging field of cognitive computer vision.

Biographie de l'auteur

Egon L. van den Broek, MSc, PhD, PhD. He is consultant andassistant professor. He guided 50+ students, has 150+ scientificpublications, 5 patent applications, and various awards. Egonserves in several boards of advice, editorial boards, and programcommittees and is founding editor-in-chief of the Pan StanfordSeries in Artificial Intelligence.

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

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3844383018
ISBN 13 
9783844383010
Reliure
Broché
Nombre de pages
180
Coordonnées du fabricant
non disponible
Personne responsable
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