Cognitive Computer Vision: Explorations in color and texture processing - Brossura

Van Den Broek, Egon L.

Brossura

ISBN 10: 3844383018 ISBN 13: 9783844383010

Casa editrice: LAP LAMBERT Academic Publishing, 2011

Riassunto

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.

Su questo libro

L'autore

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.

Dettagli dell'edizione

• Editore: LAP LAMBERT Academic Publishing
• Data di pubblicazione: 2011
• Lingua: Inglese
• ISBN 10: 3844383018
• ISBN 13: 9783844383010
• Rilegatura: Copertina flessibile
• Numero di pagine: 180
• Contatto del produttore: non disponibile
• Persona responsabile: KreGa Onlinehandel GmbH; 4950000000000; info@krega-onlinehandel.de; ; Birkenweg 31; Brakel; 33034; Germania