Title :
Camera Calibration of Thermal-Infrared Stereo Vision System
Author :
Zhang Yu ; Shen Lincheng ; Zhou Dianle ; Zhang Daibing ; Yan Chengping
Author_Institution :
Coll. of Mechatron. Eng. & Autom., NUDT, Changsha, China
Abstract :
Accurate and efficient thermal-infrared camera calibration is important for advancing computer vision research within the thermal modality. This paper proposes a specially designed calibration pattern for stereo vision systems. Small circular thermostatic heaters are used as sources of thermal radiations so that the pattern can present obvious thermal contrast. The circular features can be easily and accurately extracted. Additionally, the paper proposes a calibration algorithm to exploit the centers of circles as feature points with high precision. Experiments were carried out in outdoor environment of large field of view. From the experiments we have obtained the mean re-projection error of calibration in 0.786 pixels at a distance of 10 meters. The proposed method is simple and efficient.
Keywords :
calibration; cameras; infrared imaging; stereo image processing; thermostats; visual perception; circular thermostatic heater; computer vision research; distance 10 m; mean reprojection error; picture size 0.786 pixel; thermal contrast; thermal modality; thermal radiation source; thermal-infrared camera calibration; thermal-infrared stereo vision system; Accuracy; Calibration; Cameras; Feature extraction; Geometry; Heating; Stereo vision; curved-plate dehydration equipment; dehydration efficiency; dehydration of coal gas; resistance los; wet electrostatic precipitator;
Conference_Titel :
Intelligent Systems Design and Engineering Applications, 2013 Fourth International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4799-2791-3
DOI :
10.1109/ISDEA.2013.449