Applications Of Pattern Recognition

Applications Of Pattern Recognition Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Applications Of Pattern Recognition book. This book definitely worth reading, it is an incredibly well-written.

Syntactic Pattern Recognition, Applications

K.S. Fu
Syntactic Pattern Recognition Applications Book PDF

Author : K.S. Fu
Publisher : Springer Science & Business Media
Page : 278 pages
File Size : 42,5 Mb
Release : 2012-12-06
Category : Science
ISBN : 9783642664380

Get Book

Syntactic Pattern Recognition, Applications by K.S. Fu Pdf

The many different mathematical techniques used to solve pattem recognition problems may be grouped into two general approaches: the decision-theoretic (or discriminant) approach and the syntactic (or structural) approach. In the decision-theoretic approach, aset of characteristic measurements, called features, are extracted from the pattems. Each pattem is represented by a feature vector, and the recognition of each pattem is usually made by partitioning the feature space. Applications of decision-theoretic approach indude character recognition, medical diagnosis, remote sensing, reliability and socio-economics. A relatively new approach is the syntactic approach. In the syntactic approach, ea ch pattem is expressed in terms of a composition of its components. The recognition of a pattem is usually made by analyzing the pattem structure according to a given set of rules. Earlier applications of the syntactic approach indude chromosome dassification, English character recognition and identification of bubble and spark chamber events. The purpose of this monograph is to provide a summary of the major reeent applications of syntactic pattem recognition. After a brief introduction of syntactic pattem recognition in Chapter 1, the nin e mai n chapters (Chapters 2-10) can be divided into three parts. The first three chapters concem with the analysis of waveforms using syntactic methods. Specific application examples indude peak detection and interpretation of electro cardiograms and the recognition of speech pattems. The next five chapters deal with the syntactic recognition of two-dimensional pictorial pattems.

Pattern Recognition Applications in Engineering

Burgos, Diego Alexander Tibaduiza,Vejar, Maribel Anaya,Pozo, Francesc
Pattern Recognition Applications in Engineering Book PDF

Author : Burgos, Diego Alexander Tibaduiza,Vejar, Maribel Anaya,Pozo, Francesc
Publisher : IGI Global
Page : 357 pages
File Size : 42,8 Mb
Release : 2019-12-27
Category : Computers
ISBN : 9781799818410

Get Book

Pattern Recognition Applications in Engineering by Burgos, Diego Alexander Tibaduiza,Vejar, Maribel Anaya,Pozo, Francesc Pdf

The implementation of data and information analysis has become a trending solution within multiple professions. New tools and approaches are continually being developed within data analysis to further solve the challenges that come with professional strategy. Pattern recognition is an innovative method that provides comparison techniques and defines new characteristics within the information acquisition process. Despite its recent trend, a considerable amount of research regarding pattern recognition and its various strategies is lacking. Pattern Recognition Applications in Engineering is an essential reference source that discusses various strategies of pattern recognition algorithms within industrial and research applications and provides examples of results in different professional areas including electronics, computation, and health monitoring. Featuring research on topics such as condition monitoring, data normalization, and bio-inspired developments, this book is ideally designed for analysts; researchers; civil, mechanical, and electronic engineers; computing scientists; chemists; academicians; and students.

Applications of Pattern Recognition

Carlos M. Travieso-González
Applications of Pattern Recognition Book PDF

Author : Carlos M. Travieso-González
Publisher : Unknown
Page : 0 pages
File Size : 49,7 Mb
Release : 2021
Category : Pattern perception
ISBN : 1789855616

Get Book

Applications of Pattern Recognition by Carlos M. Travieso-González Pdf

Nowadays, technological advances allow the development of many applications in different fields. In this book, 'Applications of Pattern Recognition' , two important fields are shown. The first field, data analysis, is a good tool to identify patterns; in particular, it is observed by a stereoscopic calculation model based on fixation eye movement, a visual interactive programming learning system, an approach based on color analysis of Habanero chili pepper, an approach for the visualization and analysis of inconsistent data, and finally, a system for building 3D abstractions with wireframes. On the other hand, automatic systems help to detect or identify different kinds of patterns. It is applying to incomplete data analysis a retinal biometric approach based on crossing and bifurcation, an Arabic handwritten signature identification system, and finally, the use of clustering methods for gene expression data with RNA-seq.

Pattern Recognition

J.P. Marques de Sá
Pattern Recognition Book PDF

Author : J.P. Marques de Sá
Publisher : Springer Science & Business Media
Page : 331 pages
File Size : 40,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642566516

Get Book

Pattern Recognition by J.P. Marques de Sá Pdf

The book provides a comprehensive view of pattern recognition concepts and methods, illustrated with real-life applications in several areas. A CD-ROM offered with the book includes datasets and software tools, making it easier to follow in a hands-on fashion, right from the start.

Markov Models for Pattern Recognition

Gernot A. Fink
Markov Models for Pattern Recognition Book PDF

Author : Gernot A. Fink
Publisher : Springer Science & Business Media
Page : 275 pages
File Size : 48,6 Mb
Release : 2014-01-14
Category : Computers
ISBN : 9781447163084

Get Book

Markov Models for Pattern Recognition by Gernot A. Fink Pdf

This thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi-training procedure, a theoretical derivation of the perplexity measure and coverage of multi-pass decoding based on n-best search. Supporting the discussion of the theoretical foundations of Markov modeling, special emphasis is also placed on practical algorithmic solutions. Features: introduces the formal framework for Markov models; covers the robust handling of probability quantities; presents methods for the configuration of hidden Markov models for specific application areas; describes important methods for efficient processing of Markov models, and the adaptation of the models to different tasks; examines algorithms for searching within the complex solution spaces that result from the joint application of Markov chain and hidden Markov models; reviews key applications of Markov models.

Applications of Pattern Recognition

King-Sun Fu
Applications of Pattern Recognition Book PDF

Author : King-Sun Fu
Publisher : CRC Press
Page : 392 pages
File Size : 55,6 Mb
Release : 2019-07-22
Category : Technology & Engineering
ISBN : 9781351086707

Get Book

Applications of Pattern Recognition by King-Sun Fu Pdf

This monograph is intended to cover several major applications of pattern recognition. After a brief introduction to pattern recognition in Chapter 1, the two major approaches, statistical approach and syntactic approach, are reviewed in Chapter 2, and 3, respectively. Other topics include the application of pattern recognition to seismic wave interpretation, to system reliability problems, to medical data analysis, as well as character and speech recognition.

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

Alvaro Pardo,Josef Kittler
Progress in Pattern Recognition Image Analysis Computer Vision and Applications Book PDF

Author : Alvaro Pardo,Josef Kittler
Publisher : Springer
Page : 0 pages
File Size : 50,7 Mb
Release : 2015-10-22
Category : Computers
ISBN : 3319257501

Get Book

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by Alvaro Pardo,Josef Kittler Pdf

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.

Image Pattern Recognition

L Koteswara Rao,Md. Zia Ur Rahman,P Rohini
Image Pattern Recognition Book PDF

Author : L Koteswara Rao,Md. Zia Ur Rahman,P Rohini
Publisher : CRC Press
Page : 219 pages
File Size : 55,6 Mb
Release : 2022-02-06
Category : Technology & Engineering
ISBN : 9781000460971

Get Book

Image Pattern Recognition by L Koteswara Rao,Md. Zia Ur Rahman,P Rohini Pdf

This book describes various types of image patterns for image retrieval. All these patterns are texture dependent. Few image patterns such as Improved directional local extrema patterns, Local Quantized Extrema Patterns, Local Color Oppugnant Quantized Extrema Patterns and Local Mesh quantized extrema patterns are presented. Inter-relationships among the pixels of an image are used for feature extraction. In contrast to the existing patterns these patterns focus on local neighborhood of pixels to creates the feature vector. Evaluation metrics such as precision and recall are calculated after testing with standard databases i.e., Corel-1k, Corel-5k and MIT VisTex database. This book serves as a practical guide for students and researchers. -The text introduces two models of Directional local extrema patterns viz., Integration of color and directional local extrema patterns Integration of Gabor features and directional local extrema patterns. -Provides a framework to extract the features using quantization method -Discusses the local quantized extrema collected from two oppugnant color planes -Illustrates the mesh structure with the pixels at alternate positions.

Syntactic And Structural Pattern Recognition - Theory And Applications

Horst Bunke,Alberto Sanfeliu
Syntactic And Structural Pattern Recognition Theory And Applications Book PDF

Author : Horst Bunke,Alberto Sanfeliu
Publisher : World Scientific
Page : 572 pages
File Size : 46,9 Mb
Release : 1990-01-01
Category : Computers
ISBN : 9789814507639

Get Book

Syntactic And Structural Pattern Recognition - Theory And Applications by Horst Bunke,Alberto Sanfeliu Pdf

This book is currently the only one on this subject containing both introductory material and advanced recent research results. It presents, at one end, fundamental concepts and notations developed in syntactic and structural pattern recognition and at the other, reports on the current state of the art with respect to both methodology and applications. In particular, it includes artificial intelligence related techniques, which are likely to become very important in future pattern recognition.The book consists of individual chapters written by different authors. The chapters are grouped into broader subject areas like “Syntactic Representation and Parsing”, “Structural Representation and Matching”, “Learning”, etc. Each chapter is a self-contained presentation of one particular topic. In order to keep the original flavor of each contribution, no efforts were undertaken to unify the different chapters with respect to notation. Naturally, the self-containedness of the individual chapters results in some redundancy. However, we believe that this handicap is compensated by the fact that each contribution can be read individually without prior study of the preceding chapters. A unification of the spectrum of material covered by the individual chapters is provided by the subject and author index included at the end of the book.

Pattern Recognition Applications and Methods

Ana Fred,Maria De Marsico,Gabriella Sanniti di Baja
Pattern Recognition Applications and Methods Book PDF

Author : Ana Fred,Maria De Marsico,Gabriella Sanniti di Baja
Publisher : Springer
Page : 0 pages
File Size : 43,9 Mb
Release : 2017-02-03
Category : Computers
ISBN : 3319533746

Get Book

Pattern Recognition Applications and Methods by Ana Fred,Maria De Marsico,Gabriella Sanniti di Baja Pdf

This book contains revised and extended versions of selected papers from the 5th International Conference on Pattern Recognition, ICPRAM 2016, held in Rome, Italy, in February 2016. The 13 full papers were carefully reviewed and selected from 125 initial submissions and describe up-to-date applications of pattern recognition techniques to real-world problems, interdisciplinary research, experimental and/or theoretical studies yielding new insights that advance pattern recognition methods.

Data Complexity in Pattern Recognition

Mitra Basu,Tin Kam Ho
Data Complexity in Pattern Recognition Book PDF

Author : Mitra Basu,Tin Kam Ho
Publisher : Springer Science & Business Media
Page : 309 pages
File Size : 51,9 Mb
Release : 2006-12-22
Category : Computers
ISBN : 9781846281723

Get Book

Data Complexity in Pattern Recognition by Mitra Basu,Tin Kam Ho Pdf

Automatic pattern recognition has uses in science and engineering, social sciences and finance. This book examines data complexity and its role in shaping theory and techniques across many disciplines, probing strengths and deficiencies of current classification techniques, and the algorithms that drive them. The book offers guidance on choosing pattern recognition classification techniques, and helps the reader set expectations for classification performance.

Pattern Recognition Applications and Methods

Maria De Marsico,Gabriella Sanniti di Baja,Ana Fred
Pattern Recognition Applications and Methods Book PDF

Author : Maria De Marsico,Gabriella Sanniti di Baja,Ana Fred
Publisher : Springer
Page : 203 pages
File Size : 54,9 Mb
Release : 2019-01-04
Category : Computers
ISBN : 9783030054991

Get Book

Pattern Recognition Applications and Methods by Maria De Marsico,Gabriella Sanniti di Baja,Ana Fred Pdf

This book contains revised and extended versions of selected papers from the 7th International Conference on Pattern Recognition, ICPRAM 2018, held in Porto, Portugal, in January 2018. The 10 full papers presented were carefully reviewed and selected from 102 initial submissions. The core of ICPRAM is intended to include theoretical studies yielding new insights in Pattern Recognition methods, as well as experimental validation and concrete application of Pattern Recognition techniques to real-world problems.

Pattern Recognition

Sergios Theodoridis,Konstantinos Koutroumbas
Pattern Recognition Book PDF

Author : Sergios Theodoridis,Konstantinos Koutroumbas
Publisher : Elsevier
Page : 689 pages
File Size : 48,8 Mb
Release : 2003-05-15
Category : Technology & Engineering
ISBN : 008051362X

Get Book

Pattern Recognition by Sergios Theodoridis,Konstantinos Koutroumbas Pdf

Pattern recognition is a scientific discipline that is becoming increasingly important in the age of automation and information handling and retrieval. Patter Recognition, 2e covers the entire spectrum of pattern recognition applications, from image analysis to speech recognition and communications. This book presents cutting-edge material on neural networks, - a set of linked microprocessors that can form associations and uses pattern recognition to "learn" -and enhances student motivation by approaching pattern recognition from the designer's point of view. A direct result of more than 10 years of teaching experience, the text was developed by the authors through use in their own classrooms. *Approaches pattern recognition from the designer's point of view *New edition highlights latest developments in this growing field, including independent components and support vector machines, not available elsewhere *Supplemented by computer examples selected from applications of interest

Cross-disciplinary Applications of Artificial Intelligence and Pattern Recognition

V. K. Mago,Nitin Bhatia
Cross disciplinary Applications of Artificial Intelligence and Pattern Recognition Book PDF

Author : V. K. Mago,Nitin Bhatia
Publisher : Unknown
Page : 754 pages
File Size : 55,6 Mb
Release : 2012
Category : Artificial intelligence
ISBN : 1613504314

Get Book

Cross-disciplinary Applications of Artificial Intelligence and Pattern Recognition by V. K. Mago,Nitin Bhatia Pdf

"This book provides a common platform for researchers to present theoretical and applied research findings for enhancing and developing intelligent systems, discussing advances in and applications of pattern recognition technologies and artificial intelligence"--

Pattern Recognition with Fuzzy Objective Function Algorithms

James C. Bezdek
Pattern Recognition with Fuzzy Objective Function Algorithms Book PDF

Author : James C. Bezdek
Publisher : Springer Science & Business Media
Page : 267 pages
File Size : 47,9 Mb
Release : 2013-03-13
Category : Mathematics
ISBN : 9781475704501

Get Book

Pattern Recognition with Fuzzy Objective Function Algorithms by James C. Bezdek Pdf

The fuzzy set was conceived as a result of an attempt to come to grips with the problem of pattern recognition in the context of imprecisely defined categories. In such cases, the belonging of an object to a class is a matter of degree, as is the question of whether or not a group of objects form a cluster. A pioneering application of the theory of fuzzy sets to cluster analysis was made in 1969 by Ruspini. It was not until 1973, however, when the appearance of the work by Dunn and Bezdek on the Fuzzy ISODATA (or fuzzy c-means) algorithms became a landmark in the theory of cluster analysis, that the relevance of the theory of fuzzy sets to cluster analysis and pattern recognition became clearly established. Since then, the theory of fuzzy clustering has developed rapidly and fruitfully, with the author of the present monograph contributing a major share of what we know today. In their seminal work, Bezdek and Dunn have introduced the basic idea of determining the fuzzy clusters by minimizing an appropriately defined functional, and have derived iterative algorithms for computing the membership functions for the clusters in question. The important issue of convergence of such algorithms has become much better understood as a result of recent work which is described in the monograph.