Pattern Recognition and Image Analysis

Pattern Recognition and Image Analysis
Title Pattern Recognition and Image Analysis PDF eBook
Author Earl Gose
Publisher Prentice Hall
Pages 504
Release 1996
Genre Computers
ISBN

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Over the past 20 to 25 years, pattern recognition has become an important part of image processing applications where the input data is an image. This book is a complete introduction to pattern recognition and its increasing role in image processing. It covers the traditional issues of pattern recognition and also introduces two of the fastest growing areas: Image Processing and Artificial Neural Networks. Examples and digital images illustrate the techniques, while an appendix describes pattern recognition using the SAS statistical software system.

Machine Learning in Image Analysis and Pattern Recognition

Machine Learning in Image Analysis and Pattern Recognition
Title Machine Learning in Image Analysis and Pattern Recognition PDF eBook
Author Munish Kumar
Publisher MDPI
Pages 112
Release 2021-09-08
Genre Technology & Engineering
ISBN 3036517146

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This book is to chart the progress in applying machine learning, including deep learning, to a broad range of image analysis and pattern recognition problems and applications. In this book, we have assembled original research articles making unique contributions to the theory, methodology and applications of machine learning in image analysis and pattern recognition.

Handbook of Pattern Recognition and Image Processing

Handbook of Pattern Recognition and Image Processing
Title Handbook of Pattern Recognition and Image Processing PDF eBook
Author Tzay Y. Young
Publisher
Pages 0
Release 1994
Genre Image processing
ISBN 9780127745619

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Title Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications PDF eBook
Author Alvaro Pardo
Publisher Springer
Pages 795
Release 2015-10-24
Genre Computers
ISBN 331925751X

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This book constitutes the refereed proceedings of the 20th Iberoamerican Congress on Pattern Recognition, CIARP 2015, held in Montevideo, Uruguay, in November 2015. The 95 papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on applications on pattern recognition; biometrics; computer vision; gesture recognition; image classification and retrieval; image coding, processing and analysis; segmentation, analysis of shape and texture; signals analysis and processing; theory of pattern recognition; video analysis, segmentation and tracking.

Fuzzy Models and Algorithms for Pattern Recognition and Image Processing

Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
Title Fuzzy Models and Algorithms for Pattern Recognition and Image Processing PDF eBook
Author James C. Bezdek
Publisher Springer Science & Business Media
Pages 786
Release 2006-09-28
Genre Computers
ISBN 0387245790

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Fuzzy Models and Algorithms for Pattern Recognition and Image Processing presents a comprehensive introduction of the use of fuzzy models in pattern recognition and selected topics in image processing and computer vision. Unique to this volume in the Kluwer Handbooks of Fuzzy Sets Series is the fact that this book was written in its entirety by its four authors. A single notation, presentation style, and purpose are used throughout. The result is an extensive unified treatment of many fuzzy models for pattern recognition. The main topics are clustering and classifier design, with extensive material on feature analysis relational clustering, image processing and computer vision. Also included are numerous figures, images and numerical examples that illustrate the use of various models involving applications in medicine, character and word recognition, remote sensing, military image analysis, and industrial engineering.

Advance Concepts of Image Processing and Pattern Recognition

Advance Concepts of Image Processing and Pattern Recognition
Title Advance Concepts of Image Processing and Pattern Recognition PDF eBook
Author Narendra Kumar
Publisher Springer Nature
Pages 233
Release 2022-02-21
Genre Computers
ISBN 9811693242

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The book explains the important concepts and principles of image processing to implement the algorithms and techniques to discover new problems and applications. It contains numerous fundamental and advanced image processing algorithms and pattern recognition techniques to illustrate the framework. It presents essential background theory, shape methods, texture about new methods, and techniques for image processing and pattern recognition. It maintains a good balance between a mathematical background and practical implementation. This book also contains the comparison table and images that are used to show the results of enhanced techniques. This book consists of novel concepts and hybrid methods for providing effective solutions for society. It also includes a detailed explanation of algorithms in various programming languages like MATLAB, Python, etc. The security features of image processing like image watermarking and image encryption etc. are also discussed in this book. This book will be useful for those who are working in the field of image processing, pattern recognition, and security for digital images. This book targets researchers, academicians, industry, and professionals from R&D organizations, and students, healthcare professionals working in the field of medical imaging, telemedicine, cybersecurity, data scientist, artificial intelligence, image processing, digital hospital, intelligent medicine.

Multispectral Image Processing and Pattern Recognition

Multispectral Image Processing and Pattern Recognition
Title Multispectral Image Processing and Pattern Recognition PDF eBook
Author Jun Shen
Publisher World Scientific
Pages 144
Release 2001
Genre Computers
ISBN 9789812797599

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A study of multispectral image processing and pattern recognition. It covers: geometric and orthogonal moments; minimum description length method for facet matching; an integrated vision system for ALV navigation; fuzzy Bayesian networks; and more.