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Computer Vision Using Local Binary Patterns

Author: Matti Pietikäinen
Publisher: London : Springer, [2011]
Series: Computational imaging and vision, v. 40.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Written by the pioneers of local binary patterns, and including a wealth of illustrations, this book gives those working with LBPs a single-source, comprehensive resource on the uses of LBP  Read more...

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Document Type: Book
All Authors / Contributors: Matti Pietikäinen
ISBN: 9780857297471 0857297473
OCLC Number: 733237238
Description: xv, 207 pages : illustrations ; 25 cm.
Contents: Part I: Local binary pattern operators --
Background --
Local binary patterns for still images --
Spatiotemporal LBP --
Part II: Analysis of still images --
Texture classification and segmentation --
Description of interest regions --
Applications in image retrieval and 3D recognition --
Part III: Motion analysis --
Recognition and segmentation of dynamic textures --
Background subtraction --
Recognition of actions --
Part IV: Face analysis --
Face analysis using still images --
Face analysis using image sequences --
Visual recognition of spoken phrases --
Part V: LBP in various computer vision applications --
LBP in different applications.
Series Title: Computational imaging and vision, v. 40.
Responsibility: Matti Pietikäinen [and 3 others].

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From the reviews:"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' Read more...

 
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