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Author:

Duan, Lijuan (Duan, Lijuan.) (Scholars:段立娟) | Chen, Yiqiang (Chen, Yiqiang.) | Gao, Wen (Gao, Wen.)

Indexed by:

EI Scopus

Abstract:

Semantic clustering is an important and challenge task for content-based image database management. This paper proposes a semantic clustering learning technique, which collects the relevance feedback image retrieval transaction and uses hypergraph to represent images correlation ship, then obtains the semantic clusters by hypergraph partitioning. Experiments show that it is efficient and simple. © 2003 IEEE.

Keyword:

Multimedia signal processing Semantics Pulse code modulation Image retrieval

Author Community:

  • [ 1 ] [Duan, Lijuan]College of Computer Science, Beijing University of Technology, Beijing; 100022, China
  • [ 2 ] [Chen, Yiqiang]Institute of Computing Technology, Chinese Academy of Sciences, Beijing; 100080, China
  • [ 3 ] [Gao, Wen]Institute of Computing Technology, Chinese Academy of Sciences, Beijing; 100080, China
  • [ 4 ] [Gao, Wen]Graduate School, Chinese Academy of Sciences, Beijing; 100039, China
  • [ 5 ] [Gao, Wen]Department of Computer Science, Harbin Institute of Technology, 150001, China

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Source :

Year: 2003

Volume: 3

Page: 1581-1585

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 13

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