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

Fundamentals of image data mining : analysis, features, classification and retrieval (1회 대출)

자료유형
단행본
개인저자
Zhang, Dengsheng.
서명 / 저자사항
Fundamentals of image data mining : analysis, features, classification and retrieval / Dengsheng Zhang.
발행사항
Cham, Switzerland :   Springer,   c2019.  
형태사항
xxxi, 314 p. : ill. (some col.) ; 25 cm.
총서사항
Texts in computer science
ISBN
9783030179885
서지주기
Includes bibliographical references and index.
일반주제명
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

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 006.312 Z633f 등록번호 111821063 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

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

관련분야 신착자료

Deisenroth, Marc Peter (2020)
National Academies of Sciences, Engineering, and Medicine (U.S.) (2020)