DocumentCode :
493674
Title :
Infrared Image Simulation of Building Scene Based on SVM
Author :
Xing, Yang ; Chaochao, Huang ; Xiaodi, Wu ; Xiangyin, Lv ; Zheshuai, Zhou
Author_Institution :
Key Lab. of Infrared & Low Temp. Plasma of Anhui Province, Hefei Electron. Eng. Inst., Hefei
Volume :
2
fYear :
2009
fDate :
7-8 March 2009
Firstpage :
450
Lastpage :
454
Abstract :
Real-time infrared image simulation of building scene based on support vector machine (SVM) is presented. The parameters that influence object surface temperature field are analyzed and set as the input vector of SVM, the temperatures of object surface apartments are got by infrared imaging temperature measurement and set as output target of SVM. After training the learning machines by the training samples which consist of input vector and target set, support vector machines have the ability to forecast the temperature field with simulation parameters. Real-time rendering of building scene infrared images is realized by three-dimension visualization. The result shows this method has a quality of maneuverability, and high simulation precision.
Keywords :
data visualisation; image processing; infrared imaging; learning (artificial intelligence); rendering (computer graphics); support vector machines; SVM training; learning machine; real-time building scene infrared image simulation; real-time rendering; support vector machine; temperature measurement; three-dimensional visualization; Computational modeling; Infrared imaging; Infrared sensors; Land surface temperature; Layout; Plasma temperature; Predictive models; Support vector machines; Temperature distribution; Temperature sensors; building scene; components infrared image; real-time simulation; support vector machine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
Type :
conf
DOI :
10.1109/ETCS.2009.362
Filename :
4959076
Link To Document :
بازگشت