Title :
Using Bayes method and Fuzzy C - Mean Algorithm for Fire Detection in Video
Author :
Ha Dai Duong ; Nguyen Anh Tuan
Author_Institution :
Fac. of Inf. Technol., Le Qui Don Tech. Univ., Hanoi, Vietnam
Abstract :
This paper proposes a new approach that combines Bayes method and fuzzy C - means algorithm in order to detect the movement of objects, and determine the fire color pixels in RGB space.
Keywords :
Bayes methods; fuzzy set theory; image colour analysis; object detection; video signal processing; Bayes method; RGB space; fire color pixels; fire detection; fuzzy C-mean algorithm; object movement detection; Cameras; Clustering algorithms; Covariance matrix; Fires; Fuzzy logic; Information technology; Layout; Object detection; Sensor systems; Temperature sensors; Bayes method; C-mean algorithm; Fire Detection; Fire flicking; Fuzzy logic;
Conference_Titel :
Advanced Technologies for Communications, 2009. ATC '09. International Conference on
Conference_Location :
Hai Phong
Print_ISBN :
978-1-4244-5139-5
DOI :
10.1109/ATC.2009.5349391
