Applied Pattern Recognition
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Applied Pattern Recognition
Author | : Horst Bunke,Abraham Kandel,Mark Last |
Publsiher | : Springer Science & Business Media |
Total Pages | : 251 |
Release | : 2008-04-11 |
Genre | : Mathematics |
ISBN | : 9783540768302 |
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A sharp increase in the computing power of modern computers has triggered the development of powerful algorithms that can analyze complex patterns in large amounts of data within a short time period. Consequently, it has become possible to apply pattern recognition techniques to new tasks. The main goal of this book is to cover some of the latest application domains of pattern recognition while presenting novel techniques that have been developed or customized in those domains.
Applied Pattern Recognition
Author | : Dietrich W.R. Paulus,Joachim Hornegger |
Publsiher | : Morgan Kaufmann Publishers |
Total Pages | : 430 |
Release | : 1998 |
Genre | : Computers |
ISBN | : UOM:39015049512034 |
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This book demonstrates the efficiency of the C++ programming language in the realm of pattern recognition and pattern analysis. It introduces the basics of software engineering, image and speech processing, als well as fundamental mathematical tools for pattern recognition. Step by step the C++ programming language is discribed. Each step is illustrated by examples based on challenging problems in image und speech processing. Particular emphasis is put on object-oriented programming and the implementation of efficient algorithms. The book proposes a general class hierarchy for image segmentation. The essential parts of an implementation are presented. An object-oriented system for speech classification based on stochastic models is described.
Pattern Recognition Techniques Applied to Biomedical Problems
Author | : Martha Refugio Ortiz-Posadas |
Publsiher | : Springer Nature |
Total Pages | : 227 |
Release | : 2020-02-29 |
Genre | : Mathematics |
ISBN | : 9783030380212 |
Download Pattern Recognition Techniques Applied to Biomedical Problems Book in PDF, Epub and Kindle
This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on—but not limited to—pattern recognition modeling of biomedical signals and images. Multidisciplinary by definition, the book’s topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes. In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied. Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine.
A Probabilistic Theory of Pattern Recognition
Author | : Luc Devroye,Laszlo Györfi,Gabor Lugosi |
Publsiher | : Springer Science & Business Media |
Total Pages | : 631 |
Release | : 2013-11-27 |
Genre | : Mathematics |
ISBN | : 9781461207115 |
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A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will benefit from this wide-ranging and up-to-date account of a fast- moving field.
Applied Pattern Recognition
Author | : Horst Bunke,Abraham Kandel,Mark Last |
Publsiher | : Springer |
Total Pages | : 246 |
Release | : 2009-09-02 |
Genre | : Mathematics |
ISBN | : 3540846026 |
Download Applied Pattern Recognition Book in PDF, Epub and Kindle
A sharp increase in the computing power of modern computers has triggered the development of powerful algorithms that can analyze complex patterns in large amounts of data within a short time period. Consequently, it has become possible to apply pattern recognition techniques to new tasks. The main goal of this book is to cover some of the latest application domains of pattern recognition while presenting novel techniques that have been developed or customized in those domains.
Pattern Recognition in Speech and Language Processing
Author | : Wu Chou,Biing-Hwang Juang |
Publsiher | : CRC Press |
Total Pages | : 413 |
Release | : 2003-02-26 |
Genre | : Technology & Engineering |
ISBN | : 9780203010525 |
Download Pattern Recognition in Speech and Language Processing Book in PDF, Epub and Kindle
Over the last 20 years, approaches to designing speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been the focus of intense, fast-moving research and have contributed to significant advances in this field. Pattern Reco
Applied Pattern Recognition
Author | : Dietrich Paulus,Joachim Hornegger |
Publsiher | : Springer Science & Business Media |
Total Pages | : 390 |
Release | : 2003-02-25 |
Genre | : Technology & Engineering |
ISBN | : 3528355581 |
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This book demonstrates the efficiency of the C++ programming language in the realm of pattern recognition and pattern analysis. For this 4th edition, new features of the C++ language were integrated and their relevance for image and speech processing is discussed.
Applied Graph Theory in Computer Vision and Pattern Recognition
Author | : Abraham Kandel,Horst Bunke,Mark Last |
Publsiher | : Springer |
Total Pages | : 266 |
Release | : 2007-04-11 |
Genre | : Technology & Engineering |
ISBN | : 9783540680208 |
Download Applied Graph Theory in Computer Vision and Pattern Recognition Book in PDF, Epub and Kindle
This book presents novel graph-theoretic methods for complex computer vision and pattern recognition tasks. It presents the application of graph theory to low-level processing of digital images, presents graph-theoretic learning algorithms for high-level computer vision and pattern recognition applications, and provides detailed descriptions of several applications of graph-based methods to real-world pattern recognition tasks.