University of Illinois Urbana-Champaign

A citation-based review of study on image retrieval

Zhao, Yuehua; Wang, Yanyan; Cai, Xin

Content Files
Zhao-Yuehua_20180416_V01.pdf

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https://hdl.handle.net/2142/100254

Description

Title
A citation-based review of study on image retrieval
Author(s)
  • Zhao, Yuehua
  • Wang, Yanyan
  • Cai, Xin
Issue Date
2018
Keyword(s)
  • image retrieval
  • review
  • visualization
Date of Ingest
2018-07-12T15:37:17Z
Abstract
Driven by the development of the information retrieval technologies, image retrieval has been studied for more than several decades. This study centers on revealing the current status and future directions of image retrieval based on reviewing previous related studies. The citation-based analysis was applied to 2243 articles retrieved from Web of Science database. The time series plots of the citation relationships between the retrieved articles reveal a fundamental research article that lay the foundation for the image retrieval field. Co-citation analysis identifies that the existing studies formed two clusters. Each cluster represents one of the two major areas in the field of image retrieval: the text-based image retrieval and the content-based image retrieval. The visualization map shows that the research of content-based image retrieval has received more attention than the area of text-based image retrieval. Relevance feedback was identified as a promising research direction for the future study.
Publisher
iSchools
Series/Report Name or Number
iConference 2018 Proceedings
Type of Resource
text
Genre of Resource
Conference Poster
Language
eng
Permalink
http://hdl.handle.net/2142/100254
Copyright and License Information
Copyright 2018 is held by Yuehua Zhao, Yanyan Wang, Xin Cai. Copyright permissions, when appropriate, must be obtained directly from the authors.

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iConference 2018 Poster Descriptions PRIMARY