Title :
Image retrieval system based on wavelet network
Author :
Jalab, Hamid A. ; Hasan, Ali M.
Author_Institution :
Fac. of Comput. Sci. & Inf. Technol., Univ. of Malaya, Kuala Lumpur, Malaysia
Abstract :
This paper presents a content-based image retrieval (CBIR) system using the image features extracted by wavelet network and color information descriptors. In this work, average precision and recall are computed for all queries to evaluate the proposed algorithm. The experimental results have demonstrated an improved performance (higher precision and recall values) when compared with other CBIR methods.
Keywords :
content-based retrieval; feature extraction; image retrieval; wavelet transforms; CBIR methods; color information descriptors; content-based image retrieval system; image feature extraction; wavelet network; Approximation methods; Educational institutions; Feature extraction; Image color analysis; Image retrieval; Wavelet transforms; Image Retrieval; Wavelet network; image classification;
Conference_Titel :
Computer, Information and Telecommunication Systems (CITS), 2012 International Conference on
Conference_Location :
Amman
Print_ISBN :
978-1-4673-1549-4
DOI :
10.1109/CITS.2012.6220377
