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Fundamentals of image data mining : analysis, features, classification and retrieval

Fundamentals of image data mining : analysis, features, classification and retrieval (Loan 1 times)

Material type
단행본
Personal Author
Zhang, Dengsheng.
Title Statement
Fundamentals of image data mining : analysis, features, classification and retrieval / Dengsheng Zhang.
Publication, Distribution, etc
Cham, Switzerland :   Springer,   c2019.  
Physical Medium
xxxi, 314 p. : ill. (some col.) ; 25 cm.
Series Statement
Texts in computer science
ISBN
9783030179885
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Multimedia data mining.
000 00000nam u2200205 a 4500
001 000046010889
005 20200102101148
008 191231s2019 sz a b 001 0 eng d
020 ▼a 9783030179885
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 006.312 ▼2 23
084 ▼a 006.312 ▼2 DDCK
090 ▼a 006.312 ▼b Z633f
100 1 ▼a Zhang, Dengsheng.
245 1 0 ▼a Fundamentals of image data mining : ▼b analysis, features, classification and retrieval / ▼c Dengsheng Zhang.
260 ▼a Cham, Switzerland : ▼b Springer, ▼c c2019.
300 ▼a xxxi, 314 p. : ▼b ill. (some col.) ; ▼c 25 cm.
490 1 ▼a Texts in computer science
504 ▼a Includes bibliographical references and index.
650 0 ▼a Multimedia data mining.
830 0 ▼a Texts in computer science.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.312 Z633f Accession No. 111821063 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

Part I: Preliminaries



Fourier Transform



Windowed Fourier Transform



Wavelet Transform



Part II: Image Representation and Feature Extraction



Color Feature Extraction



Texture Feature Extraction



Shape Representation



Part III: Image Classification and Annotation



Bayesian Classification



Support Vector Machines



Artificial Neural Networks



Image Annotation with Decision Trees



Part IV: Image Retrieval and Presentation



Image Indexing



Image Ranking



Image Presentation



Appendix: Deriving the Conditional Probability of a Gaussian Process

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