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Computer Vision Using Local Binary Patterns - 9781447126652

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Item specifics

Condition
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Book Title
Computer Vision Using Local Binary Patterns
ISBN
9781447126652
Publication Name
Computer Vision Using Local Binary Patterns
Publisher
Springer London LTD
Subject
Engineering & Technology, Computer Science, Mathematics
Publication Year
2013
Series
Computational Imaging and Vision
Type
Textbook
Format
Paperback
Language
English
Item Height
235 mm
Author
Matti Pietikainen, Abdenour Hadid, Timo Ahonen, Guoying Zhao
Item Weight
355 g
Item Width
155 mm
Number of Pages
212 Pages

About this product

Product Information

The recent emergence of Local Binary Patterns (LBP) has led to significant progress in applying texture methods to various computer vision problems and applications. The focus of this research has broadened from 2D textures to 3D textures and spatiotemporal (dynamic) textures. Also, where texture was once utilized for applications such as remote sensing, industrial inspection and biomedical image analysis, the introduction of LBP-based approaches have provided outstanding results in problems relating to face and activity analysis, with future scope for face and facial expression recognition, biometrics, visual surveillance and video analysis. Computer Vision Using Local Binary Patterns provides a detailed description of the LBP methods and their variants both in spatial and spatiotemporal domains. This comprehensive reference also provides an excellent overview as to how texture methods can be utilized for solving different kinds of computer vision and image analysis problems. Source codes of the basic LBP algorithms, demonstrations, some databases and a comprehensive LBP bibliography can be found from an accompanying web site. Topics include: local binary patterns and their variants in spatial and spatiotemporal domains, texture classification and segmentation, description of interest regions, applications in image retrieval and 3D recognition - Recognition and segmentation of dynamic textures, background subtraction, recognition of actions, face analysis using still images and image sequences, visual speech recognition and LBP in various applications. Written by pioneers of LBP, this book is an essential resource for researchers, professional engineers and graduate students in computer vision, image analysis and pattern recognition. The book will also be of interest to all those who work with specific applications of machine vision.

Product Identifiers

Publisher
Springer London LTD
ISBN-13
9781447126652
eBay Product ID (ePID)
176845193

Product Key Features

Number of Pages
212 Pages
Language
English
Publication Name
Computer Vision Using Local Binary Patterns
Publication Year
2013
Subject
Engineering & Technology, Computer Science, Mathematics
Type
Textbook
Author
Matti Pietikainen, Abdenour Hadid, Timo Ahonen, Guoying Zhao
Series
Computational Imaging and Vision
Format
Paperback

Dimensions

Item Height
235 mm
Item Weight
355 g
Item Width
155 mm
Volume
40

Additional Product Features

Country/Region of Manufacture
United Kingdom
Title_Author
Matti Pietikainen, Timo Ahonen, Guoying Zhao, Abdenour Hadid

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