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Computer Vision Using Local Binary Patterns
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Recent emergence of Local Binary Patterns (LBP) has led to significant progress in implementing the method of textures for various computer vision problems and applications. Also, where the texture has been used for applications such as remote sensing, industrial inspection and biomedical image analysis, the introduction of LBP-based approach has provided outstanding results in problems associated with facial and activity analysis, with the scope of the future for the face and expression recognition face, biometrics, visual surveillance and video analytics. Topics include: local binary patterns and their variants in spatial and spatiotemporal domain, texture classification and segmentation, description of the region of interest, the application of 3D image capture and recognition - Recognition and segmentation of dynamic textures, background subtraction, action recognition, facial image analysis using silent and the sequence of images, speech recognition and visual LBP in various applications. Written by a pioneer of LBP, this book is an important resource for researchers, professional engineers and graduate students in computer vision, image analysis and pattern recognition.
Computer eBook Details
- ISBN-10: 0857297473
- ISBN-13: 9780857297471
- Publisher: Springer
- Pages: 222
- Date: July 2011
- Series: Computational Imaging and Vision