An improved presentation method for relevance feedback in a content-based image retrieval system

Feng Cheng Chang*, Hsueh-Ming Hang

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

Content-based image retrieval (CBIR) has been adopted as a complementary technique to the keyword-based image search. Relevance feedback (RFB) is considered as an effective means to bridge the gap between the designated features and the run-time semantics on a CBIR system. Like many other interactive system, a good user interface, which in RFB is mainly the presentation of the query results, is an important factor that affects the quality of feedbacks. By incorporating the multidimensional scaling (MDS) and the outlier detection techniques, we propose a method of presenting multiple image icons in this paper. It preserves the high-dimensional distance information and shows the selected images at proper 2D locations. Viewing the matched images with distance cues, users are able to give effective and productive feedbacks. We design and implement this presentation system and show some subjective results at the end.

Original languageEnglish
Title of host publicationProceedings - 2008 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2008
Pages91-94
Number of pages4
DOIs
StatePublished - 22 Oct 2008
Event2008 4th International Conference on Intelligent Information Hiding and Multiedia Signal Processing, IIH-MSP 2008 - Harbin, China
Duration: 15 Aug 200817 Aug 2008

Publication series

NameProceedings - 2008 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2008

Conference

Conference2008 4th International Conference on Intelligent Information Hiding and Multiedia Signal Processing, IIH-MSP 2008
CountryChina
CityHarbin
Period15/08/0817/08/08

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    Chang, F. C., & Hang, H-M. (2008). An improved presentation method for relevance feedback in a content-based image retrieval system. In Proceedings - 2008 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2008 (pp. 91-94). [4604015] (Proceedings - 2008 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2008). https://doi.org/10.1109/IIH-MSP.2008.236