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The performance of the proposed method is tested by conducting three experiments on Coel-1K, Corel-5K and MIT VisTex databases for natural and texture image retrieval. The performance of the proposed method is evaluated in terms of precision, recall, average retrieval precision and average retrieval rate on benchmark databases. The results after investigation show a considerable improvements in terms of their evaluation measures as compared to the existing methods on respective databases.<\/jats:p>","DOI":"10.1186\/s13673-015-0044-z","type":"journal-article","created":{"date-parts":[[2015,9,1]],"date-time":"2015-09-01T15:22:31Z","timestamp":1441120951000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Local quantized extrema patterns for content-based natural and texture image retrieval"],"prefix":"10.1186","volume":"5","author":[{"given":"L.","family":"Koteswara Rao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Venkata Rao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,9,2]]},"reference":[{"key":"44_CR1","first-page":"377","volume":"23","author":"C Aura","year":"2003","unstructured":"Aura C, Castro EMMM (2003) Image mining by content. 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