Pattern Recognition and Image Analysis (Record no. 46722)

MARC details
000 -LEADER
fixed length control field 01706 a2200181 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789332549791
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.42 GOS
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Gose, Earl
245 ## - TITLE STATEMENT
Title Pattern Recognition and Image Analysis
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Pearson Education India
Date of publication, distribution, etc 2015
Place of publication, distribution, etc Noida
520 ## - SUMMARY, ETC.
Summary, etc <br/><br/>Pattern recognition is at the heart of applications ranging from the identification white blood cells to the selection of tax returns for auditing, from earthquake prediction to speech recognition. This book is An ideal introduction to pattern recognition for both higher level undergraduate and beginning graduate courses. The text provides extensive worked examples and realistic applications that have been thoroughly classroom-tested. Since images are often the input to pattern recognition systems, a survey of image processing theory is included,..covering techniques such as scene segmentation, Hough transforms,least squares, Eigenvector line fitting, and Fourier transforms. The following important aspect, of pattern recognition are also presented:<br/>Probability theory <br/>Statistical decision making, including Bayer' Theorem<br/>Nonparametric decision making, including histograms Hierarchical and partitional clustering: the advantages and risks<br/>Artificial neural networks—and how they work in real applications such as classifying sex from facial images. <br/>Readers do not need.computer science expertise or mathematical background beyond elementary calculus. <br/>
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Optical pattern recognition.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Image processing--Statistical methods.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Johnsonbaugh, Richard
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Neural networks (Computer science)
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Source of classification or shelving scheme Dewey Decimal Classification

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