Name: Computer Vision Using Local Binary Patterns (en Inglés)
Price: 175042.00 COP
Availability: InStock
Author: Pietikäinen, Matti ; Hadid, Abdenour ; Zhao, Guoying
ISBN: 9781447126652

portada Computer Vision Using Local Binary Patterns (en Inglés)

Computer Vision Using Local Binary Patterns (en Inglés)

Formato

Libro Físico

Autor

Editorial

Idioma

Inglés

N° páginas

212

Encuadernación

Tapa Blanda

Dimensiones

23.3 x 15.4 x 1.2 cm

Peso

0.34 kg.

ISBN13

9781447126652

Categorías

Matemáticas
Aplicaciones gráficas y multimedia
Reconocimiento de formas
Visión por ordenador

Computer Vision Using Local Binary Patterns (en Inglés)

Abdenour Hadid (Autor) · Matti Pietikäinen (Autor) · Guoying Zhao (Autor) · Springer · Tapa Blanda

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Reseña del libro "Computer Vision Using Local Binary Patterns (en Inglés)"

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.