Search for multi-modality data in digital libraries

Jun Yang, Yueting Zhuang, Qing Li

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

11 Citations (Scopus)

Abstract

Developing effective and efficient retrieval techniques for multimedia data is a challenging issue in building a digital library. Unlike most previously proposed retrieval approaches that focus on a specific media type, this paper presents 2M2Net as a generic framework for retrieval of multimodality data in digital libraries. As its specific approaches, a learning-fromelements strategy is devised for propagation of semantic descriptions, and a cross media search mechanism with relevance feedback is proposed for evaluation and refinement of user queries. Experiments conducted on a digital encyclopedia manifest the effectiveness and flexibility of our approaches.

Original languageEnglish
Title of host publicationAdvances in Multimedia Information Processing - PCM 2001 - 2nd IEEE Pacific Rim Conference on Multimedia, Proceedings
EditorsShih-Fu Chang, Heung-Yeung Shum, Mark Liao
PublisherSpringer-Verlag
Pages482-489
Number of pages8
ISBN (Print)3540426809, 9783540426806
Publication statusPublished - 1 Jan 2001
Externally publishedYes
Event2nd IEEE Pacific-Rim Conference on Multimedia, IEEE-PCM 2001 - Beijing, China
Duration: 24 Oct 200126 Oct 2001

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2195
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference2nd IEEE Pacific-Rim Conference on Multimedia, IEEE-PCM 2001
Country/TerritoryChina
CityBeijing
Period24/10/0126/10/01

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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