Wavelet theory approach to pattern recognition / (Record no. 49763)

MARC details
000 -LEADER
fixed length control field 03025nam a2200445 a 4500
003 - CONTROL NUMBER IDENTIFIER
control field WSP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260416153413.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 231222s2025 si ob 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789811284052
-- (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9811284059
-- (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9789811284045
-- (hbk.)
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM
Subject category code subdivision 016000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM
Subject category code subdivision 094000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 515/.2433
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Tang, Yuan Yan,
245 10 - TITLE STATEMENT
Title Wavelet theory approach to pattern recognition /
Statement of responsibility, etc Yuan Yan Tang, Lixiang Xu.
250 ## - EDITION STATEMENT
Edition statement 3rd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Singapore :
Name of publisher, distributor, etc World Scientific,
Date of publication, distribution, etc c2025.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xviii, 544 p.).
505 0# - FORMATTED CONTENTS NOTE
Contents Introduction -- Continuous wavelet transforms -- Multiresolution analysis and wavelet bases -- Some typical wavelet bases -- Basic principle of deep learning -- Step edge detection by wavelet transform -- Characterization of dirac edges with quadratic spline wavelet transform -- Construction of new wavelet function and application to curve analysis -- Skeletonization of ribbon-like shapes with new wavelet function -- Feature extraction by wavelet sub-patterns and divider dimensions -- Document analysis by reference line detection with 2D wavelet transform -- Chinese character processing with B-spline wavelet transform -- Classifier design based on orthogonal wavelet series -- Deep learning-based texture classification by scattering transform with wavelet -- An approach to image classification by deep learning-wavelet architecture -- Brain tumor identification based on wavelet and CNN-LSTM deep learning -- Speech enhancement method combining wavelet and deep learning.
520 ## - SUMMARY, ETC.
Summary, etc "This 3rd edition tackles the basic principle of deep learning as well as the application of combination of wavelet theory with deep learning to pattern recognition. Five new chapters related to the combination of wavelet theory and deep learning are added with many novel research results. The useful reference text will benefit academics, researchers, computer scientists, electronic engineers and graduate students in the field of pattern recognition, image analysis, machine learning and electrical and electronic engineering"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Wavelets (Mathematics)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Optical pattern recognition
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Image processing
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Xu, Lixiang.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://www.worldscientific.com/worldscibooks/10.1142/13616#t=toc">https://www.worldscientific.com/worldscibooks/10.1142/13616#t=toc</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Electronic Books
100 1# - MAIN ENTRY--PERSONAL NAME
Dates associated with a name 1943-
490 1# - SERIES STATEMENT
Series statement Series in machine perception and artificial intelligence,
International Standard Serial Number 1793-0839 ;
Volume number/sequential designation vol. 90
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
-- Publisher's website.
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: World Wide Web.
538 ## - SYSTEM DETAILS NOTE
System details note System requirements: Adobe Acrobat Reader.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
General subdivision Mathematics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
General subdivision Digital techniques.
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Series in machine perception and artificial intelligence ;
Volume number/sequential designation vol. 90.
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Location Date of Cataloging Total Checkouts Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type
    Dewey Decimal Classification     CUTN Central Library CUTN Central Library 16/04/2026   515/.2433 EB05003 16/04/2026 https://doi.org/10.1142/13616 16/04/2026 Electronic Books