SIMPLIcity: Semantics-sensitive integrated matching for picture libraries?

James Z. Wang, Jia Li, Gio Wiederholdy

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

23 Scopus citations

Abstract

We present here SIMPLIcity (Semantics-sensitive Integrated Matching for Picture LIbraries), an image retrieval system using semantics classification and integrated region matching (IRM) based upon image segmentation. The SIMPLIcity system represents an image by a set of regions, roughly corresponding to objects, which are characterized by color, texture, shape, and location. The system classifies images into categories which are intended to distinguish semantically meaningful difierences, such as textured versus nontextured, indoor versus outdoor, and graph versus photograph. Retrieval is enhanced by narrowing down the searching range in a database to a particular category and exploiting semantically-adaptive searching methods. A measure for the overall similarity between images, the IRM distance, is defined by a region-matching scheme that integrates properties of all the regions in the images. This overall similarity approach reduces the adverse effect of inaccurate segmentation, helps to clarify the semantics of a particular region, and enables a simple querying interface for region-based image retrieval systems. The application of SIMPLIcity to a database of about 200,000 general-purpose images demonstrates accurate retrieval at high speed. The system is also robust to image alterations.

Original languageEnglish (US)
Title of host publicationAdvances in Visual Information Systems - 4th International Conference, VISUAL 2000, Proceedings
EditorsRobert Laurini
PublisherSpringer Verlag
Pages360-371
Number of pages12
ISBN (Print)3540411771
DOIs
StatePublished - Jan 1 2000
Event4th International Conference on Visual Information Systems, VISUAL 2000 - Lyon, France
Duration: Nov 2 2000Nov 4 2000

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1929
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other4th International Conference on Visual Information Systems, VISUAL 2000
CountryFrance
CityLyon
Period11/2/0011/4/00

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All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Wang, J. Z., Li, J., & Wiederholdy, G. (2000). SIMPLIcity: Semantics-sensitive integrated matching for picture libraries? In R. Laurini (Ed.), Advances in Visual Information Systems - 4th International Conference, VISUAL 2000, Proceedings (pp. 360-371). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1929). Springer Verlag. https://doi.org/10.1007/3-540-40053-2_32