Title :
Fire detection using neural network
Author :
Tipsuwanporn, Vittaya ; Krongratana, V. ; Gulpanich, S. ; Thongnopakun, K.
Author_Institution :
Dept. of Instrum. Eng., King Mongkut´´s Inst. of Technol., Bangkok
Abstract :
This study aims to investigate the effectiveness of image processing by using artificially neural network to detect fire in the room by using camera. This uses features of flame images in a simulation fire as input elements, is considered. Flame images are taken from the dynamic image, and features of the images for the ANN application are extracted from a rectified image which considers the difference in distance from the CCD color to the fire source
Keywords :
feature extraction; image colour analysis; neural nets; CCD color information; feature extraction; fire detection; image processing; neural network; Artificial neural networks; Cameras; Charge coupled devices; Electronic mail; Fires; Image color analysis; Image processing; Instruments; Neural networks; Pixel; image processing; neural network;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.315606
