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@article{ART002439416},
author={SeungHyeon Choi and Kim， Do Hyun and Kim Hyung Heon and Kim, yoon},
title={Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={2},
pages={25-33},
doi={10.9708/jksci.2019.24.02.025}

TY - JOUR
AU - SeungHyeon Choi
AU - Kim， Do Hyun
AU - Kim Hyung Heon
AU - Kim, yoon
TI - Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 2
PB - The Korean Society Of Computer And Information
SP - 25
EP - 33
SN - 1598-849X
AB - In this paper, we propose an intelligent CCTV technology which is applied to a recent attracted attention real-time object detection technology in a disaster alarm system. Natural disasters are rapidly increasing due to climate change (global warming). Various disaster alarm systems have been developed and operated to solve this problem. In this paper, we detect object through Neuron Network algorithm and test the difference from existing SVM classifier. Experimental results show that the proposed algorithm overcomes the limitations of existing object detection techniques and achieves higher detection performance by about 15%.
KW - Disaster prevention system;Object detection;Deep-Learning;CNN;SVM
DO - 10.9708/jksci.2019.24.02.025
ER -

SeungHyeon Choi, Kim， Do Hyun, Kim Hyung Heon and Kim, yoon. (2019). Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV. Journal of The Korea Society of Computer and Information, 24(2), 25-33.

SeungHyeon Choi, Kim， Do Hyun, Kim Hyung Heon and Kim, yoon. 2019, "Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV", Journal of The Korea Society of Computer and Information, vol.24, no.2 pp.25-33. Available from: doi:10.9708/jksci.2019.24.02.025

SeungHyeon Choi, Kim， Do Hyun, Kim Hyung Heon, Kim, yoon "Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV" Journal of The Korea Society of Computer and Information 24.2 pp.25-33 (2019) : 25.

SeungHyeon Choi, Kim， Do Hyun, Kim Hyung Heon, Kim, yoon. Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV. 2019; 24(2), 25-33. Available from: doi:10.9708/jksci.2019.24.02.025

SeungHyeon Choi, Kim， Do Hyun, Kim Hyung Heon and Kim, yoon. "Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV" Journal of The Korea Society of Computer and Information 24, no.2 (2019) : 25-33.doi: 10.9708/jksci.2019.24.02.025

SeungHyeon Choi; Kim， Do Hyun; Kim Hyung Heon; Kim, yoon. Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV. Journal of The Korea Society of Computer and Information, 24(2), 25-33. doi: 10.9708/jksci.2019.24.02.025

SeungHyeon Choi; Kim， Do Hyun; Kim Hyung Heon; Kim, yoon. Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV. Journal of The Korea Society of Computer and Information. 2019; 24(2) 25-33. doi: 10.9708/jksci.2019.24.02.025

SeungHyeon Choi, Kim， Do Hyun, Kim Hyung Heon, Kim, yoon. Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV. 2019; 24(2), 25-33. Available from: doi:10.9708/jksci.2019.24.02.025

SeungHyeon Choi, Kim， Do Hyun, Kim Hyung Heon and Kim, yoon. "Disaster warning system using Convolutional Neural Network - Focused on intelligent CCTV" Journal of The Korea Society of Computer and Information 24, no.2 (2019) : 25-33.doi: 10.9708/jksci.2019.24.02.025