Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/99512
Title: Evaluation of color-spatial retrieval techniques
Authors: Tan, Kian-Lee 
Issue Date: 1997
Citation: Tan, Kian-Lee (1997). Evaluation of color-spatial retrieval techniques. Proceedings of the International Conference on Information, Communications and Signal Processing, ICICS 2 : 1078-1082. ScholarBank@NUS Repository.
Abstract: In a color-spatial retrieval technique, the color information is integrated with the knowledge of the colors' spatial distribution to facilitate content-based image retrieval. Several techniques have been proposed in the literature, but these works have been developed independently without much comparison. In this paper, we present a preliminary evaluation of three such color-spatial retrieval techniques - the signature-based technique, the partition-based algorithm and the cluster-based method. We implemented these techniques and compare them on their retrieval effectiveness and retrieval efficiency. The experimental study is performed on an image database consisting of 12,000 images. With the proliferation of image retrieval mechanisms and the lack of extensive performance study, the experimental results can serve as guidelines in selecting a suitable technique and designing a new technique.
Source Title: Proceedings of the International Conference on Information, Communications and Signal Processing, ICICS
URI: http://scholarbank.nus.edu.sg/handle/10635/99512
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

Page view(s)

27
checked on Sep 28, 2018

Google ScholarTM

Check


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.