An imagination-based query creation method for image retrieval

Diep Thi Ngoc Nguyen, Yasushi Kiyoki

研究成果: Chapter

1 被引用数 (Scopus)

抄録

Our imagination-based query creation method is a new approach to image-recall functions reflecting color-based imaginations in human brains. This method dynamically represents user's imaginations and creates queries for image retrieval. The important aim of this method is to express user's abstract intentions in a computable objects and to recall those imaginations from image databases with color-analytical image retrieval. The main features of this method are: (1) a hierarchical model for color indexing to express image contexts, (2) color zooming for context-dependent color histogram generation by utilizing color names as contextual words, (3) integrating several histograms by using five histogram-combining operations and dynamic semantic weighting, and (4) threshold controlling for semantic correlation. This method exploits color information to retrieve intended images expressing a user's imagination. This paper also represents a 'Database for Imagination Expression' (DBIE), which stores, shares and reuses created queries. Additionally, several qualitative experiments are also represented to examine the effectiveness and the feasibility of our method.

本文言語English
ホスト出版物のタイトルInformation Modelling and Knowledge Bases XXIV
出版社IOS Press
ページ201-220
ページ数20
ISBN(印刷版)9781614991762
DOI
出版ステータスPublished - 2013
外部発表はい

出版物シリーズ

名前Frontiers in Artificial Intelligence and Applications
251
ISSN(印刷版)0922-6389

ASJC Scopus subject areas

  • 人工知能

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