Title :
Application of data fusion algorithm at CCD colorimetric temperature measurement
Author :
Cuihong Ma ; Wei Zhang ; Fanwei Meng
Author_Institution :
Coll. of Electr. & Eng., Hebei United Univ., Tangshan, China
Abstract :
This paper introduces a method of the colorimetric temperature measurement based on data fusion algorithm. The temperature results can be calculated by two adjacent color components through Bayer filter array in front of CCD image sensor of digital camera substituting into colorimetric formula. Each 4 × 4 pixels calculated can get eight temperature values. Because of temperature´s continuity, one temperature can be instead of each 4 × 4 pixels area. MATLAB simulated results show that the data fusion method can not only avoid the error of selecting wavelength, but also eliminate the random error generated by individual pixels. The measurement result is more accurate.
Keywords :
CCD image sensors; cameras; colorimetry; image fusion; optical filters; temperature measurement; Bayer filter array; CCD colorimetry; CCD image sensor; adjacent color component; data fusion algorithm; digital camera; temperature continuity; temperature measurement; Charge coupled devices; Data integration; Educational institutions; Image color analysis; Temperature distribution; Temperature measurement; Temperature sensors;
Conference_Titel :
Advanced Computational Intelligence (ICACI), 2012 IEEE Fifth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-1743-6
DOI :
10.1109/ICACI.2012.6463169