Handbook Of Texture Analysis - Hardcover

Mirmehdi, Majid; Xie, Xianghua; Suri, Jasjit S

Hardcover

ISBN 10: 1848161158 ISBN 13: 9781848161153

Verlag: Imperial College Press, 2008

Inhaltsangabe

TEXTURE ANALYSIS IS ONE OF THE FUNDAMENTAL ASPECTS OF HUMAN VISION BY WHICH WE DISCRIMINATE BETWEEN SURFACES AND OBJECTS. IN A SIMILAR MANNER, COMPUTER VISION CAN TAKE ADVANTAGE OF THE CUES PROVIDED BY SURFACE TEXTURE TO DISTINGUISH AND RECOGNIZE OBJECTS. IN COMPUTER VISION, TEXTURE ANALYSIS MAY BE USED ALONE OR IN COMBINATION WITH OTHER SENSED FEATURES (E.G. COLOR, SHAPE, OR MOTION) TO PERFORM THE TASK OF RECOGNITION. EITHER WAY, IT IS A FEATURE OF PARAMOUNT IMPORTANCE AND BOASTS A TREMENDOUS BODY OF WORK IN TERMS OF BOTH RESEARCH AND APPLICATIONS.CURRENTLY, THE MAIN APPROACHES TO TEXTURE ANALYSIS MUST BE SOUGHT OUT THROUGH A VARIETY OF RESEARCH PAPERS. THIS COLLECTION OF CHAPTERS BRINGS TOGETHER IN ONE HANDY VOLUME THE MAJOR TOPICS OF IMPORTANCE, AND CATEGORIZES THE VARIOUS TECHNIQUES INTO COMPREHENSIBLE CONCEPTS. THE METHODS COVERED WILL NOT ONLY BE RELEVANT TO THOSE WORKING IN COMPUTER VISION, BUT WILL ALSO BE OF BENEFIT TO THE COMPUTER GRAPHICS, PSYCHOPHYSICS, AND PATTERN RECOGNITION COMMUNITIES, ACADEMIC OR INDUSTRIAL.SAMPLE CHAPTER(S)CHAPTER 1: INTRODUCTION TO TEXTURE ANALYSIS (333 KB)

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Reseña del editor:

Texture analysis is one of the fundamental aspects of human vision by which we discriminate between surfaces and objects. In a similar manner, computer vision can take advantage of the cues provided by surface texture to distinguish and recognize objects. In computer vision, texture analysis may be used alone or in combination with other sensed features (e.g. color, shape, or motion) to perform the task of recognition. Either way, it is a feature of paramount importance and boasts a tremendous body of work in terms of both research and applications.Currently, the main approaches to texture analysis must be sought out through a variety of research papers. This collection of chapters brings together in one handy volume the major topics of importance, and categorizes the various techniques into comprehensible concepts. The methods covered will not only be relevant to those working in computer vision, but will also be of benefit to the computer graphics, psychophysics, and pattern recognition communities, academic or industrial.

Über diese Auflage

• Verlag: Imperial College Press
• Erscheinungsdatum: 2008
• ISBN 10: 1848161158
• ISBN 13: 9781848161153
• Einband: Tapa dura
• Anzahl der Seiten: 424