Title :
Single color extraction and image query
Author :
Smith, John R. ; Chang, Shih-Fu
Author_Institution :
Center for Telecommun. Res., Columbia Univ., New York, NY, USA
Abstract :
We propose a method for automatic color extraction and indexing to support color queries of image and video databases. This approach identifies the regions within images that contain colors from predetermined color sets. By searching over a large number of color sets, a color index for the database is created in a fashion similar to that for file inversion. This allows very fast indexing of the image collection by the color contents of the images. Furthermore, information about the identified regions, such as the color set, size, and location, enables a rich variety of queries that specify both color content and spatial relationships of regions. We present the single color extraction and indexing method and contrast it to other color approaches. We examine single and multiple color extraction and image query on a database of 3000 color images
Keywords :
image colour analysis; image segmentation; indexing; query processing; video signal processing; visual databases; color contents; color extraction; color image query; color index; color indexing; color sets; fast indexing; file inversion; image collection; image databases; image regions; location; size; spatial relationships; video databases; Content based retrieval; Data mining; Histograms; Image color analysis; Image databases; Image retrieval; Indexing; Information retrieval; Spatial databases; Visual databases;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.537688