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@article{ART001903139},
author={Dong-Koo Shon and Cheol Hong Kim and Jong Myon Kim},
title={An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2014},
volume={19},
number={8},
pages={1-10}

TY - JOUR
AU - Dong-Koo Shon
AU - Cheol Hong Kim
AU - Jong Myon Kim
TI - An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU
JO - Journal of The Korea Society of Computer and Information
PY - 2014
VL - 19
IS - 8
PB - The Korean Society Of Computer And Information
SP - 1
EP - 10
SN - 1598-849X
AB - This paper proposes a parallel implementation of the video based 4-stage fire detectionalgorithm using a general-purpose graphics processing unit (GPGPU) to support real-timeprocessing of the high computational algorithm. In addition, this paper compares the performanceof the GPGPU based fire detection implementation with that of the CPU implementation to showthe effectiveness of the proposed method. Experimental results using five fire included videos withan SXGA (1400×1050) resolution, the proposed GPGPU implementation achieves 6.6x better performance that the CPU implementation, showing 30.53ms per frame which satisfies real-timeprocessing (30 frames per second, 30fps) of the fire detection algorithm
KW - AFire detection algorithm;General-purpose graphics processing unit;Real-time processing
DO -
UR -
ER -

Dong-Koo Shon, Cheol Hong Kim and Jong Myon Kim. (2014). An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU. Journal of The Korea Society of Computer and Information, 19(8), 1-10.

Dong-Koo Shon, Cheol Hong Kim and Jong Myon Kim. 2014, "An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU", Journal of The Korea Society of Computer and Information, vol.19, no.8 pp.1-10.

Dong-Koo Shon, Cheol Hong Kim, Jong Myon Kim "An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU" Journal of The Korea Society of Computer and Information 19.8 pp.1-10 (2014) : 1.

Dong-Koo Shon, Cheol Hong Kim, Jong Myon Kim. An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU. 2014; 19(8), 1-10.

Dong-Koo Shon, Cheol Hong Kim and Jong Myon Kim. "An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU" Journal of The Korea Society of Computer and Information 19, no.8 (2014) : 1-10.

Dong-Koo Shon; Cheol Hong Kim; Jong Myon Kim. An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU. Journal of The Korea Society of Computer and Information, 19(8), 1-10.

Dong-Koo Shon; Cheol Hong Kim; Jong Myon Kim. An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU. Journal of The Korea Society of Computer and Information. 2014; 19(8) 1-10.

Dong-Koo Shon, Cheol Hong Kim, Jong Myon Kim. An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU. 2014; 19(8), 1-10.

Dong-Koo Shon, Cheol Hong Kim and Jong Myon Kim. "An Implementation of a Video-Equipped Real-Time Fire Detection Algorithm Using GPGPU" Journal of The Korea Society of Computer and Information 19, no.8 (2014) : 1-10.