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Proceedings Paper

QBIC project: querying images by content, using color, texture, and shape
Author(s): Carlton Wayne Niblack; Ron Barber; Will Equitz; Myron D. Flickner; Eduardo H. Glasman; Dragutin Petkovic; Peter Yanker; Christos Faloutsos; Gabriel Taubin
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Paper Abstract

In the query by image content (QBIC) project we are studying methods to query large on-line image databases using the images' content as the basis of the queries. Examples of the content we use include color, texture, and shape of image objects and regions. Potential applications include medical (`Give me other images that contain a tumor with a texture like this one'), photo-journalism (`Give me images that have blue at the top and red at the bottom'), and many others in art, fashion, cataloging, retailing, and industry. Key issues include derivation and computation of attributes of images and objects that provide useful query functionality, retrieval methods based on similarity as opposed to exact match, query by image example or user drawn image, the user interfaces, query refinement and navigation, high dimensional database indexing, and automatic and semi-automatic database population. We currently have a prototype system written in X/Motif and C running on an RS/6000 that allows a variety of queries, and a test database of over 1000 images and 1000 objects populated from commercially available photo clip art images. In this paper we present the main algorithms for color texture, shape and sketch query that we use, show example query results, and discuss future directions.

Paper Details

Date Published: 14 April 1993
PDF: 15 pages
Proc. SPIE 1908, Storage and Retrieval for Image and Video Databases, (14 April 1993); doi: 10.1117/12.143648
Show Author Affiliations
Carlton Wayne Niblack, IBM Almaden Research Ctr. (United States)
Ron Barber, IBM Almaden Research Ctr. (United States)
Will Equitz, IBM Almaden Research Ctr. (United States)
Myron D. Flickner, IBM Almaden Research Ctr. (United States)
Eduardo H. Glasman, IBM Almaden Research Ctr. (United States)
Dragutin Petkovic, IBM Almaden Research Ctr. (United States)
Peter Yanker, IBM Almaden Research Ctr. (United States)
Christos Faloutsos, IBM Almaden Research Ctr. (United States)
Gabriel Taubin, IBM Almaden Research Ctr. (United States)


Published in SPIE Proceedings Vol. 1908:
Storage and Retrieval for Image and Video Databases
Carlton Wayne Niblack, Editor(s)

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