{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,1,14]],"date-time":"2023-01-14T05:40:24Z","timestamp":1673674824311},"reference-count":11,"publisher":"World Scientific Pub Co Pte Lt","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2004,2]]},"abstract":"<jats:p> Image retrieval plays an important role in a broad spectrum of applications. Contentbased retrieval (CBR) is one of the popular choices in many biomedical and industrial applications. Discrete image transforms have been widely studied and suggested for many image retrieval applications. The Discrete Wavelet Transform (DWT) is one of the most popular transforms recently applied to many image processing applications. The Daubechies wavelet can be used to form the basis for extracting features in retrieving images based on the description of a particular object within the scene. This wavelet is widely used for image compression. In this paper we highlight the common features between compression and retrieval. Several examples are used to test the DWT retrieval system. A comparison between DWT and Discrete Cosine Transform (DCT) is also made. The retrieval system using DWT requires preprocessing and normalization of images, which might slow down the retrieval process. The accuracy of the retrieval using DWT has been significantly improved by incorporating efficient K-Neighbor Nearest Distance (KNND) measure in our system. <\/jats:p>","DOI":"10.1142\/s0218001404003046","type":"journal-article","created":{"date-parts":[[2004,2,18]],"date-time":"2004-02-18T01:41:01Z","timestamp":1077068461000},"page":"19-32","source":"Crossref","is-referenced-by-count":4,"title":["CONTENT BASED IMAGE RETRIEVAL USING DISCRETE WAVELET TRANSFORM"],"prefix":"10.1142","volume":"18","author":[{"given":"SAEID","family":"BELKASIM","sequence":"first","affiliation":[{"name":"Department of Computer Science,  Georgia State University, Atlanta, GA 30303, USA"}]},{"given":"XIANYU","family":"HONG","sequence":"additional","affiliation":[{"name":"Department of Computer Science,  Georgia State University, Atlanta, GA 30303, USA"}]},{"given":"O.","family":"BASIR","sequence":"additional","affiliation":[{"name":"Department of Systems Design Engineering,  University of Waterloo, Waterloo, Ontario, Canada, N2L 3G1, Canada"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"reference":[{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(92)90028-H"},{"key":"rf3","author":"Bentley J. L.","journal-title":"Computing Surveys"},{"key":"rf4","volume":"23","author":"Bentley J. L.","journal-title":"Commun. ACM"},{"key":"rf5","author":"Friedman J. H.","journal-title":"IEEE Trans. Comput."},{"key":"rf6","volume":"3","author":"Friedman J. H.","journal-title":"ACM Trans. Math. Software"},{"key":"rf7","first-page":"429","volume":"93","author":"Gabor D.","journal-title":"J. Inst. Electr. Eng."},{"key":"rf8","unstructured":"A.\u00a0Klinger and A.\u00a0Pizano, Int. Conf. Multimedia Information Systems (Elsevier, 1989)\u00a0pp. 109\u2013120."},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.1007\/s005300050119"},{"key":"rf10","doi-asserted-by":"publisher","DOI":"10.1117\/1.482644"},{"key":"rf11","doi-asserted-by":"publisher","DOI":"10.1109\/79.91217"},{"key":"rf15","doi-asserted-by":"publisher","DOI":"10.1109\/C-M.1981.220446"}],"container-title":["International Journal of Pattern Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218001404003046","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T02:20:31Z","timestamp":1565144431000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218001404003046"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004,2]]},"references-count":11,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[2004,2]]}},"alternative-id":["10.1142\/S0218001404003046"],"URL":"https:\/\/doi.org\/10.1142\/s0218001404003046","relation":{},"ISSN":["0218-0014","1793-6381"],"issn-type":[{"value":"0218-0014","type":"print"},{"value":"1793-6381","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004,2]]}}}