@article{ART001923970},
author={김재협 and 조태욱 and 천승우 and 이종민 and Young Shik Moon},
title={Gunnery Classification Method Using Profile Feature Extraction in Infrared Images},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2014},
volume={19},
number={10},
pages={43-53}
TY - JOUR
AU - 김재협
AU - 조태욱
AU - 천승우
AU - 이종민
AU - Young Shik Moon
TI - Gunnery Classification Method Using Profile Feature Extraction in Infrared Images
JO - Journal of The Korea Society of Computer and Information
PY - 2014
VL - 19
IS - 10
PB - The Korean Society Of Computer And Information
SP - 43
EP - 53
SN - 1598-849X
AB - Gunnery has been used to detect and classify artilleries. In this paper, we used electro-optical data toget the information of muzzle flash from the artilleries. Feature based approach was applied; we firstdefined features and sub-features. The number of sub-features was 38~40 generic sub-features, and 2model-based sub-features. To classify multiclass data, we introduced tree structure with clustering theclasses according to the similarity of them. SVM was used for each non-leaf nodes in the tree, as asub-classifier. From the data, we extracted features and sub-features and classified them by the treestructure SVM classifier. The results showed that the performance of our classifier was good for ourmuzzle flash classification problem.
KW - Gunnery Classification;Tree Structure;SVM(Support Vector Machine)
DO -
UR -
ER -
김재협, 조태욱, 천승우, 이종민 and Young Shik Moon. (2014). Gunnery Classification Method Using Profile Feature Extraction in Infrared Images. Journal of The Korea Society of Computer and Information, 19(10), 43-53.
김재협, 조태욱, 천승우, 이종민 and Young Shik Moon. 2014, "Gunnery Classification Method Using Profile Feature Extraction in Infrared Images", Journal of The Korea Society of Computer and Information, vol.19, no.10 pp.43-53.
김재협, 조태욱, 천승우, 이종민, Young Shik Moon "Gunnery Classification Method Using Profile Feature Extraction in Infrared Images" Journal of The Korea Society of Computer and Information 19.10 pp.43-53 (2014) : 43.
김재협, 조태욱, 천승우, 이종민, Young Shik Moon. Gunnery Classification Method Using Profile Feature Extraction in Infrared Images. 2014; 19(10), 43-53.
김재협, 조태욱, 천승우, 이종민 and Young Shik Moon. "Gunnery Classification Method Using Profile Feature Extraction in Infrared Images" Journal of The Korea Society of Computer and Information 19, no.10 (2014) : 43-53.
김재협; 조태욱; 천승우; 이종민; Young Shik Moon. Gunnery Classification Method Using Profile Feature Extraction in Infrared Images. Journal of The Korea Society of Computer and Information, 19(10), 43-53.
김재협; 조태욱; 천승우; 이종민; Young Shik Moon. Gunnery Classification Method Using Profile Feature Extraction in Infrared Images. Journal of The Korea Society of Computer and Information. 2014; 19(10) 43-53.
김재협, 조태욱, 천승우, 이종민, Young Shik Moon. Gunnery Classification Method Using Profile Feature Extraction in Infrared Images. 2014; 19(10), 43-53.
김재협, 조태욱, 천승우, 이종민 and Young Shik Moon. "Gunnery Classification Method Using Profile Feature Extraction in Infrared Images" Journal of The Korea Society of Computer and Information 19, no.10 (2014) : 43-53.
