Thinning Methodologies For Pattern Recognition

Author : Ching Y. Suen,Patrick Shen-pei Wang
Publisher : World Scientific
Page : 354 pages
File Size : 45,9 Mb
Release : 1994
Category : Science
ISBN : 9810214820

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Thinning Methodologies for Pattern Recognition by Ching Y. Suen,Patrick Shen-pei Wang Pdf

Thinning is a technique widely used in the pre-processing stage of a pattern recognition system to compress data and to enhance feature extraction in the subsequent stage. It reduces a digitized pattern to a skeleton so that all resulting branches are 1 pixel thick. The method seems easy at first and has many advantages, however after two decades of intensive research, it has been found to be very challenging due to the difficulties in programming computers to do it.This collection of 15 papers by leading scientists working in the area examines the theoretical and experimental aspects of thinning methodologies. The authors have addressed the problems faced, compared their performance results with others, and assessed the challenges ahead. Researchers will find the volume helpful in shedding light on difficult issues and stimulating further research in the area.

Author : Khoon Choy Lee
Publisher : Unknown
Page : 344 pages
File Size : 52,5 Mb
Release : 2013
Category : Image processing
ISBN : OCLC:849927960

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Thinning Methodologies for Pattern Recognition by Khoon Choy Lee Pdf

Author : Ching Yee Suen,Patrick Shen-pei Wang
Publisher : Unknown
Page : 128 pages
File Size : 45,5 Mb
Release : 1993
Category : Electronic
ISBN : OCLC:35543464

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Thinning Methodologies for Pattern Recognition by Ching Yee Suen,Patrick Shen-pei Wang Pdf

Author : C Y Suen,P S P Wang
Publisher : World Scientific
Page : 352 pages
File Size : 54,5 Mb
Release : 1994-03-25
Category : Computers
ISBN : 9789814502870

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Thinning Methodologies for Pattern Recognition by C Y Suen,P S P Wang Pdf

Thinning is a technique widely used in the pre-processing stage of a pattern recognition system to compress data and to enhance feature extraction in the subsequent stage. It reduces a digitized pattern to a skeleton so that all resulting branches are 1 pixel thick. The method seems easy at first and has many advantages, however after two decades of intensive research, it has been found to be very challenging due to the difficulties in programming computers to do it. This collection of 15 papers by leading scientists working in the area examines the theoretical and experimental aspects of thinning methodologies. The authors have addressed the problems faced, compared their performance results with others, and assessed the challenges ahead. Researchers will find the volume helpful in shedding light on difficult issues and stimulating further research in the area. Contents:A New Thinning Algorithm Based on Controlled Deletion of Edge Regions (G Dimauro et al.)Graph-Based Thinning for Binary Images (S Suzuki et al.)A Parallel Thinning Algorithm Using the Bounding Boxes Techniques (S Ubeda)Invariant Thinning (U Eckhardt & G Maderlechner)Analytical Comparison of Thinning Algorithms (Y Y Zhang & P S P Wang)Methodologies for Evaluating Thinning Algorithms for Character Recognition (R Plamondon et al.)Automatic Comparison of Skeletons by Shape Matching Methods (L Lam & C Y Suen)Binary and Grey-Value Skeletons: Metrics and Algorithms (B J H Verwer et al.)and other papers Readership: Computer scientists. keywords:

Author : José Ruiz-Shulcloper,Gabriella Sanniti di Baja
Publisher : Springer
Page : 591 pages
File Size : 45,7 Mb
Release : 2013-11-04
Category : Computers
ISBN : 9783642418228

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by José Ruiz-Shulcloper,Gabriella Sanniti di Baja Pdf

The two-volume set LNCS 8258 and 8259 constitutes the refereed proceedings of the 18th Iberoamerican Congress on Pattern Recognition, CIARP 2013, held in Havana, Cuba, in November 2013. The 137 papers presented, together with two keynotes, were carefully reviewed and selected from 262 submissions. The papers are organized in topical sections on mathematical theory of PR, supervised and unsupervised classification, feature or instance selection for classification, image analysis and retrieval, signals analysis and processing, applications of pattern recognition, biometrics, video analysis, and data mining.

Author : Reneta P. Barneva,Valentin E. Brimkov,Jake K. Aggarwal
Publisher : Springer
Page : 325 pages
File Size : 42,8 Mb
Release : 2012-11-14
Category : Computers
ISBN : 9783642347320

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Combinatorial Image Analysis by Reneta P. Barneva,Valentin E. Brimkov,Jake K. Aggarwal Pdf

This volume constitutes the refereed proceedings of the 15th International Workshop on Combinatorial Image Analysis, IWCIA 2012, held in Austin, TX, USA in November 2012. The 23 revised full papers presented were carefully reviewed and selected from numerous submissions. The topics covered include digital geometry, combinatorics in digital spaces, digital curves and surfaces; digital topologyl grammars, transformation, applications; grammars and models in image analysis; picture transformations, morphologic operations, image segmentation; and discrete tomography, applications.

Author : Petra Wiederhold,Reneta P. Barneva
Publisher : Springer
Page : 437 pages
File Size : 47,9 Mb
Release : 2009-11-18
Category : Computers
ISBN : 9783642102103

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Combinatorial Image Analysis by Petra Wiederhold,Reneta P. Barneva Pdf

This volume constitutes the refereed proceedings of the 13th International Workshop on Combinatorial Image Analysis, IWCIA 2009, held in Playa del Carmen, Mexico, in November 2009. The 32 revised full papers and one invited paper presented were carefully reviewed and selected from 70 initial submissions. The papers are organized in topical sections on digital geometry: curves, straightness, convexity, geometric transformations, metrics, distance transforms and skeletons, segmentation, thinning, skeletonization, image representation, processing, analysis, reconstruction and recognition, digital tomography, image models based on geometry, combinatorics, arithmetics, algebra, mathematical morphology, topology and grammars, as well as digital topology and its applications to image modeling and analysis.

Author : Verma, Brijesh,Blumenstein, Michael
Publisher : IGI Global
Page : 454 pages
File Size : 42,6 Mb
Release : 2008-06-30
Category : Computers
ISBN : 9781599048093

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Pattern Recognition Technologies and Applications: Recent Advances by Verma, Brijesh,Blumenstein, Michael Pdf

The nature of handwriting in our society has significantly altered over the ages due to the introduction of new technologies such as computers and the World Wide Web. With increases in the amount of signature verification needs, state of the art internet and paper-based automated recognition methods are necessary. Pattern Recognition Technologies and Applications: Recent Advances provides cutting-edge pattern recognition techniques and applications. Written by world-renowned experts in their field, this easy to understand book is a must have for those seeking explanation in topics such as on- and offline handwriting and speech recognition, signature verification, and gender classification.

Author : Jake K. Aggarwal,Reneta P. Barneva,Valentin E. Brimkov,Kostadin N. Koroutchev,Elka R. Korutcheva
Publisher : Springer
Page : 496 pages
File Size : 46,6 Mb
Release : 2011-05-14
Category : Computers
ISBN : 9783642210730

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Combinatorial Image Analysis by Jake K. Aggarwal,Reneta P. Barneva,Valentin E. Brimkov,Kostadin N. Koroutchev,Elka R. Korutcheva Pdf

This volume constitutes the refereed proceedings of the 14th International Workshop on Combinatorial Image Analysis, IWCIA 2011, held in Madrid, Spain, in May 2011. The 25 revised full papers and 13 poster papers presented together with 4 invited contributions were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections such as combinatorial problems in the discrete plane and space related to image analysis; lattice polygons and polytopes; discrete/combinatorial geometry and topology and their use in image analysis; digital geometry of curves and surfaces; tilings and patterns; combinatorial pattern matching; image representation, segmentation, grouping, and reconstruction; methods for image compression; discrete tomography; applications of integer programming, linear programming, and computational geometry to problems of image analysis; parallel architectures and algorithms for image analysis; fuzzy and stochastic image analysis; grammars and models for image or scene analysis and recognition, cellular automata; mathematical morphology and its applications to image analysis; applications in medical imaging, biometrics, and others.

Author : José Francisco Martínez-Trinidad,Jesús Ariel Carrasco-Ochoa,Josef Kittler
Publisher : Springer
Page : 384 pages
File Size : 51,8 Mb
Release : 2010-12-22
Category : Computers
ISBN : 9783642159923

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Advances in Pattern Recognition by José Francisco Martínez-Trinidad,Jesús Ariel Carrasco-Ochoa,Josef Kittler Pdf

Annotation. This book constitutes the thoroughly refereed proceedings of the Second Mexican Conference on Pattern Recognition, MCPR 2010, held in Puebly, Mexico, in September 2010. The 39 revised papers were carefully reviewed and selected from 89 submissions and are organized in topical sections on computer vision and robotics, image processing, neural networks and signal processing, pattern recognition, data mining, natural language and document processing.

Author : Dr. Muhammad Sarfraz
Publisher : John Wiley & Sons
Page : 518 pages
File Size : 52,7 Mb
Release : 2005-11-01
Category : Technology & Engineering
ISBN : 9780470094150

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Computer-Aided Intelligent Recognition Techniques and Applications by Dr. Muhammad Sarfraz Pdf

Intelligent recognition methods have recently proven to be indispensable in a variety of modern industries, including computer vision, robotics, medical imaging, visualization and the media. Furthermore, they play a critical role in the traditional fields such as character recognition, natural language processing and personal identification. This cutting-edge book draws together the latest findings of industry experts and researchers from around the globe. It is a timely guide for all those require comprehensive, state-of-the-art advice on the present status and future potential of intelligent recognition technology. Computer-Aided Intelligent Recognition Techniques and Applications: Provides the user community with systems and tools for application in a very wide range of areas, including: IT, education, security, banking, police, postal services, manufacturing, mining, medicine, multimedia, entertainment, communications, data visualization, knowledge extraction, pattern classification and virtual reality. Disseminates information in a plethora of disciplines, for example pattern recognition, AI, image processing, computer vision and graphics, neural networks, cryptography, fuzzy logic, databases, evolutionary algorithms, shape and numerical analysis. Illustrates all theory with real-world examples and case studies. This valuable resource is essential reading for computer scientists, engineers, and consultants requiring up-to-date comprehensive guidance on the latest developments in computer-aided intelligent recognition techniques and applications. Its detailed, practical approach will be of interest to senior undergraduate and graduate students as well as researchers and industry experts in the field of intelligent recognition.

Author : José Francisco Martinez-Trinidad,Jesús Ariel Carrasco-Ochoa,Josef Kittler
Publisher : Springer Science & Business Media
Page : 395 pages
File Size : 53,6 Mb
Release : 2010-09-13
Category : Computers
ISBN : 9783642159916

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Advances in Pattern Recognition by José Francisco Martinez-Trinidad,Jesús Ariel Carrasco-Ochoa,Josef Kittler Pdf

This book constitutes the thoroughly refereed proceedings of the Second Mexican Conference on Pattern Recognition, MCPR 2010, held in Puebly, Mexico, in September 2010. The 39 revised papers were carefully reviewed and selected from 89 submissions and are organized in topical sections on computer vision and robotics, image processing, neural networks and signal processing, pattern recognition, data mining, natural language and document processing.

Author : L. S. Davis
Publisher : World Scientific
Page : 260 pages
File Size : 47,5 Mb
Release : 1996
Category : Technology & Engineering
ISBN : 9810224761

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Parallel Image Analysis by L. S. Davis Pdf

This volume deals with the following topics: 2-D, 3-D automata and grammars, parallel architecture for image processing, parallel digital geometry algorithms, data allocation strategies for parallel image processing algorithms, complexity analysis of parallel image operators. The contributions are written by leading experts in the fields of models, algorithms and architectures for parallel image processing.

Author : L S Davis,A Rosenfeld,K Inoue,M Nivat,P S P Wang
Publisher : World Scientific
Page : 252 pages
File Size : 51,8 Mb
Release : 1995-12-26
Category : Computers
ISBN : 9789814499613

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Parallel Image Analysis: Theory and Applications by L S Davis,A Rosenfeld,K Inoue,M Nivat,P S P Wang Pdf

This volume deals with the following topics: 2-D, 3-D automata and grammars, parallel architecture for image processing, parallel digital geometry algorithms, data allocation strategies for parallel image processing algorithms, complexity analysis of parallel image operators. The contributions are written by leading experts in the fields of models, algorithms and architectures for parallel image processing. Contents:Data Allocation Strategies for Parallel Image Processing Algorithms (V Marion-Poty & S Miguet)Facilitating High-Performance Image Analysis on Reduced Hypercube (RH) Parallel Computers (S G Ziavras & M A Sideras)Time-Optimal Digital Geometry Algorithms on Meshes with Multiple Broadcasting (V Bokka et al.)A Time-Optimal Multiple-Query Nearest-Neighbor Algorithm on Meshes with Multiple Broadcasting (I Stoica)A Linear Algorithm for Segmentation of Digital Curves (I Debled-Rennesson & J-P Reveillès)Some Notes on Parallel Coordinate Grammars (A Nakamura)Basic Puzzle Languages (K G Subramanian et al.)Cooperating Systems of Three-Way Two-Dimensional Finite Automata (Y Wang et al.)The Effect of Inkdots for Two-Dimensional Automata (A Ito et al.)On Topology Preservation in 2-D and 3-D Thinning (T Y Kong)Two Methodologies to Implement 3D Thinning Algorithms on Distributed Memory Machines (V Marion-Poty)Analysis and Design of Parallel Thinning Algorithms — A Generic Approach (Y Y Zhang & P S P Wang)A New 26-Connected Objects Surface Tracking Algorithm and Its Related PRAM Version (L Perroton) Readership: Computer scientists. keywords:Parallilism;Digital Geometory;Mesh;Morphology;Array Grammar;Array Automata;Parallel Thinnning;Parallel Processing;Distributed Processing;Image Processing;Parallel Image Processing;Distributed Image Processing;Image Analysis;Parallel Image Analysis;Distributed Image Analysis

Author : Reneta P. Barneva,Valentin E. Brimkov,Piotr Kulczycki,João Manuel R. S. Tavares
Publisher : Springer
Page : 201 pages
File Size : 47,9 Mb
Release : 2019-05-28
Category : Computers
ISBN : 9783030208059

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Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications by Reneta P. Barneva,Valentin E. Brimkov,Piotr Kulczycki,João Manuel R. S. Tavares Pdf

This book constitutes the refereed post-conference proceedings of the 6th International Symposium on Computational Modeling of Objects Presented in Images, CompIMAGE 2018, held in Cracow, Poland, inJuly 2018.The 16 revised full papers presented in this book were carefully reviewed and selected from 30 submissions. The papers cover the following topics: digital geometry; digital tomography; and methods and applications.