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000090946 024 8_ $9 driver $9 artpubuab $a oai:ddd.uab.cat:90946
000090946 035 __ $9 articleid $a 15775097v11n1p1
000090946 041 __ $a eng
000090946 100 __ $a Chowdhury, Manish
000090946 245 1_ $a Novel CBIR System Based on Ripplet Transform Using Interactive Neuro-Fuzzy Technique
000090946 520 3_ $a Content Based Image Retrieval (CBIR) system is an emerging research area in effective digital data management and retrieval paradigm. In this article, a novel CBIR system based on a new Multiscale Geometric Analysis (MGA)-tool, called Ripplet Transform Type-I (RT) is presented. To improve the retrieval result and to reduce the computational complexity, the proposed scheme utilizes a Neural Network (NN) based classifier for image pre-classification, similarity matching using Manhattan distance measure and relevance feedback mechanism (RFM) using fuzzy entropy based feature evaluation technique. Extensive experiments were carried out to evaluate the effectiveness of the proposed technique. The performance of the proposed CBIR system is evaluated using a 2 £ 5-fold cross validation followed by a statistical analysis. The experimental results suggest that the proposed system based on RT, performs better than many existing CBIR schemes based on other transforms, and the difference is statistically significant.
000090946 540 __ $a Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. $u http://creativecommons.org/licenses/by-nc-nd/3.0/es/
000090946 546 __ $a Anglès
000090946 599 __ $a recerca
000090946 653 1_ $a Ripplet Transform
000090946 653 1_ $a Relevance Feedback
000090946 653 1_ $a Content Based Image Retrieval
000090946 653 1_ $a Artificial Neural Network
000090946 653 1_ $a Multilayer Perceptron
000090946 653 1_ $a Fuzzy
000090946 655 _4 $a info:eu-repo/semantics/article
000090946 655 _4 $a info:eu-repo/semantics/publishedVersion
000090946 700 __ $a Das, Sudeb
000090946 700 __ $a Kumar Kundu, Malay
000090946 773 __ $g Vol. 11, Núm. 1 (2012), p. 1-13 $t ELCVIA : Electronic Letters on Computer Vision and Image Analysis $x 1577-5097
000090946 856 40 $p 13 $s 940070 $u http://ddd.uab.cat/pub/elcvia/elcvia_a2012v11n1/elcvia_a2012v11n1p1.pdf
000090946 973 __ $f 0001 $l 13 $m  $n 1 $v 11 $x elcvia_a2012v11n1 $y 2012
000090946 980 __ $a ARTPUB $b ELCVIA $b UAB