Computer Vision Using Local Binary Patterns (Computational Imaging and Vision)

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9780857297471: Computer Vision Using Local Binary Patterns (Computational Imaging and Vision)

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.

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“This book will be of interest mainly to computer vision practitioners and other researchers interested in visual pattern recognition techniques. It presents ‘local binary patterns’ and their many variants and applications. ... this monograph is an accessible introduction to and survey of the local pattern approach to visual recognition by the group that has the most extensive experience with it. ... the book will be a valuable addition to the library of any specialist working in these areas.” (Bill Triggs, SIAM Review, Vol. 54 (4), 2012)

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Ahonen, Timo, Zhao, Guoying, Hadid, Abdenour, Pietikäinen, Matti
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ISBN 10: 0857297473 ISBN 13: 9780857297471
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Descrizione libro Springer, 2011. Hardcover. Condizione libro: New. BRAND NEW BOOK!! SHIPS WITHIN 24 HOURS! Tracking Provided. DHL processing & USPS delivery for an average of 3-5 Day Standard & 2-3 Day Expedited! FREE INSURANCE! Fast & Personal Support! Careful Packaging. No Hassle, Full Refund Return Policy!. Codice libro della libreria mon0000586434

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Matti Pietikäinen; Abdenour Hadid; Guoying Zhao; Timo Ahonen
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Descrizione libro Springer, 2011. Hardcover. Condizione libro: New. book. Codice libro della libreria 0857297473

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Descrizione libro Springer, 2011. Hardcover. Condizione libro: New. This item is printed on demand. Codice libro della libreria SONG0857297473

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Descrizione libro Springer, 2017. Hardcover. Condizione libro: New. This item is printed on demand. Codice libro della libreria P110857297473

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Matti Pietikainen, Abdenour Hadid, Guoying Zhao
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Descrizione libro Springer London Ltd, United Kingdom, 2011. Hardback. Condizione libro: New. 2011. Language: English . Brand New Book. 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. Codice libro della libreria LIB9780857297471

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Matti Pietikainen, Abdenour Hadid, Guoying Zhao
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ISBN 10: 0857297473 ISBN 13: 9780857297471
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Descrizione libro Springer London Ltd, United Kingdom, 2011. Hardback. Condizione libro: New. 2011. Language: English . Brand New Book. 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. Codice libro della libreria LIB9780857297471

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Matti Pietikäinen, Abdenour Hadid, Guoying Zhao, Timo Ahonen
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Descrizione libro Springer London 2011-06-22, London, 2011. hardback. Condizione libro: New. Codice libro della libreria 9780857297471

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Matti Pietikäinen, Abdenour Hadid, Guoying Zhao, Timo Ahonen
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Descrizione libro Springer, 2011. Hardcover. Condizione libro: New. 2011. This item is printed on demand. Codice libro della libreria DADAX0857297473

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Descrizione libro Springer, 2016. Paperback. Condizione libro: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Codice libro della libreria ria9780857297471_lsuk

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