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@article{ART001036602},
author={Park Sangsung and JANG， Dong Sik and 정귀임},
title={A Study on Image Classification using Hybrid Method},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2006},
volume={11},
number={6},
pages={79-86}

TY - JOUR
AU - Park Sangsung
AU - JANG， Dong Sik
AU - 정귀임
TI - A Study on Image Classification using Hybrid Method
JO - Journal of The Korea Society of Computer and Information
PY - 2006
VL - 11
IS - 6
PB - The Korean Society Of Computer And Information
SP - 79
EP - 86
SN - 1598-849X
AB - Classification technology is essential for fast retrieval in large multi-media database. This paper proposes a combining GA(Genetic Algorithm) and SVM(Support Vector Machine) model to fast retrieval. We used color and texture as feature vectors. We improved the retrieval accuracy by using proposed model which retrieves an optimal feature vector set in extracted feature vector sets. The first performance test was executed for the performance of color, texture and the feature vector combined with color and texture. The second performance test, was executed for performance of SVM and proposed algorithm. The results of the experiment, using the feature vector combined color and texture showed a good performance than a single feature vector and the proposed algorithm using hybrid method also showed a good performance than SVM algorithm.
KW - Hybrid method;Data mining;GA(Genetic Algorithm);SVM(Support Vector Machine);Image;Classification
DO -
UR -
ER -

Park Sangsung, JANG， Dong Sik and 정귀임. (2006). A Study on Image Classification using Hybrid Method. Journal of The Korea Society of Computer and Information, 11(6), 79-86.

Park Sangsung, JANG， Dong Sik and 정귀임. 2006, "A Study on Image Classification using Hybrid Method", Journal of The Korea Society of Computer and Information, vol.11, no.6 pp.79-86.

Park Sangsung, JANG， Dong Sik, 정귀임 "A Study on Image Classification using Hybrid Method" Journal of The Korea Society of Computer and Information 11.6 pp.79-86 (2006) : 79.

Park Sangsung, JANG， Dong Sik, 정귀임. A Study on Image Classification using Hybrid Method. 2006; 11(6), 79-86.

Park Sangsung, JANG， Dong Sik and 정귀임. "A Study on Image Classification using Hybrid Method" Journal of The Korea Society of Computer and Information 11, no.6 (2006) : 79-86.

Park Sangsung; JANG， Dong Sik; 정귀임. A Study on Image Classification using Hybrid Method. Journal of The Korea Society of Computer and Information, 11(6), 79-86.

Park Sangsung; JANG， Dong Sik; 정귀임. A Study on Image Classification using Hybrid Method. Journal of The Korea Society of Computer and Information. 2006; 11(6) 79-86.

Park Sangsung, JANG， Dong Sik, 정귀임. A Study on Image Classification using Hybrid Method. 2006; 11(6), 79-86.

Park Sangsung, JANG， Dong Sik and 정귀임. "A Study on Image Classification using Hybrid Method" Journal of The Korea Society of Computer and Information 11, no.6 (2006) : 79-86.