Title :
Robust color image retrieval for the World Wide Web
Author :
Smolka, B. ; Szczepanski, M. ; Lukac, R. ; Venetsanoloulos, A.N.
Author_Institution :
Inst. of Autom. Control, Silesian Univ. of Technol., Poland
Abstract :
The rapid growth of image archives increases the need for efficient and fast tools that can retrieve and search through a large amount of visual data. In this paper, we propose an efficient method of extracting the image color content, which serves as an image digital signature, allowing us to efficiently index and retrieve the content of large, heterogeneous multimedia Internet based databases. We apply the proposed method for the retrieval of images from the WEBMUSEUM Internet database, containing a collection of fine art images and show that the new method of image color representation is robust to image distorsions caused by resizing and compression and can be incorporated into existing retrieval systems which exploit the information on color content in digital images.
Keywords :
Web sites; distributed databases; feature extraction; image colour analysis; image retrieval; multimedia databases; WEBMUSEUM Internet database; World Wide Web image databases; automatic feature extraction; color density estimation; color image indexing; compression; distributed databases; fine art image collection; heterogeneous multimedia databases; image archives; image color content extraction; image digital signature; image distorsions; resizing; robust color image retrieval; Color; Content based retrieval; Data mining; Image databases; Image retrieval; Information retrieval; Internet; Multimedia databases; Robustness; Web sites;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326581