Computer Vision Using Local Binary Patterns

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Computer Vision Using Local Binary Patterns

Matti Pietikäinen,Abdenour Hadid,Guoying Zhao,Timo Ahonen
Computer Vision Using Local Binary Patterns Book PDF

Author : Matti Pietikäinen,Abdenour Hadid,Guoying Zhao,Timo Ahonen
Publisher : Springer Science & Business Media
Page : 212 pages
File Size : 48,9 Mb
Release : 2011-06-21
Category : Mathematics
ISBN : 9780857297488

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Computer Vision Using Local Binary Patterns by Matti Pietikäinen,Abdenour Hadid,Guoying Zhao,Timo Ahonen Pdf

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.

Handbook Of Pattern Recognition And Computer Vision (2nd Edition)

Chi Hau Chen,Louis-francois Pau,Patrick S P Wang
Handbook Of Pattern Recognition And Computer Vision 2nd Edition Book PDF

Author : Chi Hau Chen,Louis-francois Pau,Patrick S P Wang
Publisher : World Scientific
Page : 1045 pages
File Size : 51,6 Mb
Release : 1999-03-12
Category : Computers
ISBN : 9789814497640

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Handbook Of Pattern Recognition And Computer Vision (2nd Edition) by Chi Hau Chen,Louis-francois Pau,Patrick S P Wang Pdf

The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in the field as well as the many opportunities and challenges it offers. The second edition of this handbook represents both the latest progress and updated knowledge in this dynamic field. The applications and technological issues are particularly emphasized in this edition to reflect the wide applicability of the field in many practical problems. To keep the book in a single volume, it is not possible to retain all chapters of the first edition. However, the chapters of both editions are well written for permanent reference. This indispensable handbook will continue to serve as an authoritative and comprehensive guide in the field.

Local Binary Patterns: New Variants and Applications

Sheryl Brahnam,Lakhmi C. Jain,Loris Nanni,Alessandra Lumini
Local Binary Patterns New Variants and Applications Book PDF

Author : Sheryl Brahnam,Lakhmi C. Jain,Loris Nanni,Alessandra Lumini
Publisher : Springer
Page : 271 pages
File Size : 44,5 Mb
Release : 2013-09-01
Category : Technology & Engineering
ISBN : 9783642392894

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Local Binary Patterns: New Variants and Applications by Sheryl Brahnam,Lakhmi C. Jain,Loris Nanni,Alessandra Lumini Pdf

This book introduces Local Binary Patterns (LBP), arguably one of the most powerful texture descriptors, and LBP variants. This volume provides the latest reviews of the literature and a presentation of some of the best LBP variants by researchers at the forefront of textual analysis research and research on LBP descriptors and variants. The value of LBP variants is illustrated with reported experiments using many databases representing a diversity of computer vision applications in medicine, biometrics, and other areas. There is also a chapter that provides an excellent theoretical foundation for texture analysis and LBP in particular. A special section focuses on LBP and LBP variants in the area of face recognition, including thermal face recognition. This book will be of value to anyone already in the field as well as to those interested in learning more about this powerful family of texture descriptors.

Advances in Biometrics

Seong-Whan Lee
Advances in Biometrics Book PDF

Author : Seong-Whan Lee
Publisher : Springer Science & Business Media
Page : 1234 pages
File Size : 43,7 Mb
Release : 2007-08-14
Category : Business & Economics
ISBN : 9783540745488

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Advances in Biometrics by Seong-Whan Lee Pdf

This book constitutes the refereed proceedings of the International Conference on Biometrics, ICB 2007, held in Seoul, Korea, August 2007. Biometric criteria covered by the papers are assigned to face, fingerprint, iris, speech and signature, biometric fusion and performance evaluation, gait, keystrokes, and others. In addition, the volume also announces the results of the Face Authentication Competition, FAC 2006.

Local Binary Patterns: New Variants and Applications

Sheryl Brahnam,Lakhmi C. Jain,Loris Nanni,Alessandra Lumini
Local Binary Patterns New Variants and Applications Book PDF

Author : Sheryl Brahnam,Lakhmi C. Jain,Loris Nanni,Alessandra Lumini
Publisher : Springer
Page : 271 pages
File Size : 44,8 Mb
Release : 2013-11-27
Category : Computers
ISBN : 3642392903

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Local Binary Patterns: New Variants and Applications by Sheryl Brahnam,Lakhmi C. Jain,Loris Nanni,Alessandra Lumini Pdf

This book introduces Local Binary Patterns (LBP), arguably one of the most powerful texture descriptors, and LBP variants. This volume provides the latest reviews of the literature and a presentation of some of the best LBP variants by researchers at the forefront of textual analysis research and research on LBP descriptors and variants. The value of LBP variants is illustrated with reported experiments using many databases representing a diversity of computer vision applications in medicine, biometrics, and other areas. There is also a chapter that provides an excellent theoretical foundation for texture analysis and LBP in particular. A special section focuses on LBP and LBP variants in the area of face recognition, including thermal face recognition. This book will be of value to anyone already in the field as well as to those interested in learning more about this powerful family of texture descriptors.

Computer Vision - ECCV 2004

Tomas Pajdla,Jiri Matas
Computer Vision ECCV 2004 Book PDF

Author : Tomas Pajdla,Jiri Matas
Publisher : Springer
Page : 624 pages
File Size : 53,8 Mb
Release : 2004-05-12
Category : Computers
ISBN : 9783540246732

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Computer Vision - ECCV 2004 by Tomas Pajdla,Jiri Matas Pdf

Welcome to the proceedings of the 8th European Conference on Computer - sion! Following a very successful ECCV 2002, the response to our call for papers was almost equally strong – 555 papers were submitted. We accepted 41 papers for oral and 149 papers for poster presentation. Several innovations were introduced into the review process. First, the n- ber of program committee members was increased to reduce their review load. We managed to assign to program committee members no more than 12 papers. Second, we adopted a paper ranking system. Program committee members were asked to rank all the papers assigned to them, even those that were reviewed by additional reviewers. Third, we allowed authors to respond to the reviews consolidated in a discussion involving the area chair and the reviewers. Fourth, thereports,thereviews,andtheresponsesweremadeavailabletotheauthorsas well as to the program committee members. Our aim was to provide the authors with maximal feedback and to let the program committee members know how authors reacted to their reviews and how their reviews were or were not re?ected in the ?nal decision. Finally, we reduced the length of reviewed papers from 15 to 12 pages. ThepreparationofECCV2004wentsmoothlythankstothee?ortsofthe- ganizing committee, the area chairs, the program committee, and the reviewers. We are indebted to Anders Heyden, Mads Nielsen, and Henrik J. Nielsen for passing on ECCV traditions and to Dominique Asselineau from ENST/TSI who kindly provided his GestRFIA conference software. We thank Jan-Olof Eklundh and Andrew Zisserman for encouraging us to organize ECCV 2004 in Prague.

Dynamical Vision

Rene Vidal
Dynamical Vision Book PDF

Author : Rene Vidal
Publisher : Springer Science & Business Media
Page : 337 pages
File Size : 54,6 Mb
Release : 2007-02
Category : Computers
ISBN : 9783540709312

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Dynamical Vision by Rene Vidal Pdf

This book constitutes the thoroughly refereed joint post-proceedings of the first two International Workshops on Dynamical Vision, WDV 2005 and WDV 2006 held in Beijing, China in October 2005 within the scope of ICCV 2005 and in Graz, Austria in May 2006 in the course of ECCV 2006. The 24 revised full papers address a wide range of theoretical and application issues in dynamical vision.

Advances in Image and Video Technology

Yo-Sung Ho
Advances in Image and Video Technology Book PDF

Author : Yo-Sung Ho
Publisher : Springer Science & Business Media
Page : 422 pages
File Size : 54,6 Mb
Release : 2011-11-07
Category : Computers
ISBN : 9783642253454

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Advances in Image and Video Technology by Yo-Sung Ho Pdf

The two-volume proceedings LNCS 7087 + LNCS 7088 constitute the proceedings of the 5th Pacific Rim Symposium on Image and Video Technology, PSIVT 2011, held in Gwangju, Korea, in November 2011. The total of 71 revised papers was carefully reviewed and selected from 168 submissions. The topics covered are: image/video coding and transmission; image/video processing and analysis; imaging and graphics hardware and visualization; image/video retrieval and scene understanding; biomedical image processing and analysis; biometrics and image forensics; and computer vision applications.

Computer Vision – ECCV 2012

Andrew Fitzgibbon,Svetlana Lazebnik,Pietro Perona,Yoichi Sato,Cordelia Schmid
Computer Vision ECCV 2012 Book PDF

Author : Andrew Fitzgibbon,Svetlana Lazebnik,Pietro Perona,Yoichi Sato,Cordelia Schmid
Publisher : Springer
Page : 889 pages
File Size : 53,8 Mb
Release : 2012-09-26
Category : Computers
ISBN : 9783642337093

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Computer Vision – ECCV 2012 by Andrew Fitzgibbon,Svetlana Lazebnik,Pietro Perona,Yoichi Sato,Cordelia Schmid Pdf

The seven-volume set comprising LNCS volumes 7572-7578 constitutes the refereed proceedings of the 12th European Conference on Computer Vision, ECCV 2012, held in Florence, Italy, in October 2012. The 408 revised papers presented were carefully reviewed and selected from 1437 submissions. The papers are organized in topical sections on geometry, 2D and 3D shapes, 3D reconstruction, visual recognition and classification, visual features and image matching, visual monitoring: action and activities, models, optimisation, learning, visual tracking and image registration, photometry: lighting and colour, and image segmentation.

Computer Vision - ACCV 2010

Ron Kimmel,Reinhard Klette,Akihiro Sugimoto
Computer Vision ACCV 2010 Book PDF

Author : Ron Kimmel,Reinhard Klette,Akihiro Sugimoto
Publisher : Springer
Page : 722 pages
File Size : 53,6 Mb
Release : 2011-02-28
Category : Computers
ISBN : 9783642192821

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Computer Vision - ACCV 2010 by Ron Kimmel,Reinhard Klette,Akihiro Sugimoto Pdf

The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian Conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010. All together the four volumes present 206 revised papers selected from a total of 739 Submissions. All current issues in computer vision are addressed ranging from algorithms that attempt to automatically understand the content of images, optical methods coupled with computational techniques that enhance and improve images, and capturing and analyzing the world's geometry while preparing the higher level image and shape understanding. Novel gemometry techniques, statistical learning methods, and modern algebraic procedures are dealt with as well.

Computer Vision, Graphics and Image Processing

Prem Kalra
Computer Vision Graphics and Image Processing Book PDF

Author : Prem Kalra
Publisher : Springer Science & Business Media
Page : 980 pages
File Size : 53,8 Mb
Release : 2006-11-27
Category : Computers
ISBN : 9783540683018

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Computer Vision, Graphics and Image Processing by Prem Kalra Pdf

This book constitutes the refereed proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2006, held in Madurai, India, December 2006. Coverage in this volume includes image restoration and super-resolution, image filtering, visualization, tracking and surveillance, face-, gesture-, and object-recognition, compression, content based image retrieval, stereo/camera calibration, and biometrics.

Computer Vision - ACCV 2012 Workshops

Jong-Il Park,Junmo Kim
Computer Vision ACCV 2012 Workshops Book PDF

Author : Jong-Il Park,Junmo Kim
Publisher : Springer
Page : 0 pages
File Size : 46,9 Mb
Release : 2013-04-03
Category : Computers
ISBN : 3642374093

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Computer Vision - ACCV 2012 Workshops by Jong-Il Park,Junmo Kim Pdf

The two volume set, consisting of LNCS 7728 and 7729, contains the carefully reviewed and selected papers presented at the nine workshops that were held in conjunction with the 11th Asian Conference on Computer Vision, ACCV 2012, in Daejeon, South Korea, in November 2012. From a total of 310 papers submitted, 78 were selected for presentation. LNCS 7728 contains the papers selected for the International Workshop on Computer Vision with Local Binary Pattern Variants, the Workshop on Computational Photography and Low-Level Vision, the Workshop on Developer-Centered Computer Vision, and the Workshop on Background Models Challenge. LNCS 7729 contains the papers selected for the Workshop on e-Heritage, the Workshop on Color Depth Fusion in Computer Vision, the Workshop on Face Analysis, the Workshop on Detection and Tracking in Challenging Environments, and the International Workshop on Intelligent Mobile Vision.

Computer Vision - ECCV 2004

Tomas Pajdla,Jiri Matas
Computer Vision ECCV 2004 Book PDF

Author : Tomas Pajdla,Jiri Matas
Publisher : Springer
Page : 640 pages
File Size : 52,9 Mb
Release : 2004-05-10
Category : Computers
ISBN : 9783540246701

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Computer Vision - ECCV 2004 by Tomas Pajdla,Jiri Matas Pdf

Welcome to the proceedings of the 8th European Conference on Computer - sion! Following a very successful ECCV 2002, the response to our call for papers was almost equally strong – 555 papers were submitted. We accepted 41 papers for oral and 149 papers for poster presentation. Several innovations were introduced into the review process. First, the n- ber of program committee members was increased to reduce their review load. We managed to assign to program committee members no more than 12 papers. Second, we adopted a paper ranking system. Program committee members were asked to rank all the papers assigned to them, even those that were reviewed by additional reviewers. Third, we allowed authors to respond to the reviews consolidated in a discussion involving the area chair and the reviewers. Fourth, thereports,thereviews,andtheresponsesweremadeavailabletotheauthorsas well as to the program committee members. Our aim was to provide the authors with maximal feedback and to let the program committee members know how authors reacted to their reviews and how their reviews were or were not re?ected in the ?nal decision. Finally, we reduced the length of reviewed papers from 15 to 12 pages. ThepreparationofECCV2004wentsmoothlythankstothee?ortsofthe- ganizing committee, the area chairs, the program committee, and the reviewers. We are indebted to Anders Heyden, Mads Nielsen, and Henrik J. Nielsen for passing on ECCV traditions and to Dominique Asselineau from ENST/TSI who kindly provided his GestRFIA conference software. We thank Jan-Olof Eklundh and Andrew Zisserman for encouraging us to organize ECCV 2004 in Prague.

Advances in Biometrics

Massimo Tistarelli,Mark S. Nixon
Advances in Biometrics Book PDF

Author : Massimo Tistarelli,Mark S. Nixon
Publisher : Springer Science & Business Media
Page : 1323 pages
File Size : 46,7 Mb
Release : 2009-05-25
Category : Business & Economics
ISBN : 9783642017926

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Advances in Biometrics by Massimo Tistarelli,Mark S. Nixon Pdf

This book constitutes the refereed proceedings of the Third International Conference on Biometrics, ICB 2009, held in Alghero, Italy, June 2-5, 2009. The 36 revised full papers and 93 revised poster papers presented were carefully reviewed and selected from 250 submissions. Biometric criteria covered by the papers are assigned to face, speech, fingerprint and palmprint, multibiometrics and security, gait, iris, and other biometrics. In addition there are 4 papers on challenges and competitions that currently are under way, thus presenting an overview on the evaluation of biometrics.

Computer Vision - ACCV 2007

Yasushi Yagi,Sing Bing Kang,In So Kweon,Hongbin Zha
Computer Vision ACCV 2007 Book PDF

Author : Yasushi Yagi,Sing Bing Kang,In So Kweon,Hongbin Zha
Publisher : Springer
Page : 915 pages
File Size : 47,7 Mb
Release : 2007-11-07
Category : Computers
ISBN : 3540763899

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Computer Vision - ACCV 2007 by Yasushi Yagi,Sing Bing Kang,In So Kweon,Hongbin Zha Pdf

This title is part of a two volume set that constitutes the refereed proceedings of the 8th Asian Conference on Computer Vision, ACCV 2007. Coverage includes shape and texture, image and video processing, face and gesture, tracking, camera networks, learning, motion and tracking, retrieval and search, human pose estimation, matching, face/gesture/action detection and recognition, low level vision and phtometory, motion and tracking, human detection, and segmentation.