DocumentCode :
191042
Title :
A novel algorithm for reconstruction of infrared thermographic sequence based on image segmentation
Author :
Jin-Yu Zhang ; Xiang-Bing Meng ; Wei Zhang ; Sheng-Jie Tao
Author_Institution :
Dept. of Equip. Manage. Eng., Xi´an Res. Inst. of High-Tech, Xi´an, China
fYear :
2014
fDate :
5-8 Aug. 2014
Firstpage :
747
Lastpage :
752
Abstract :
It is demanding to develop a fast and precise data processing technique for high resolution infrared thermal images. In this paper, a novel algorithm is proposed, which provides an effective way to improve the precision and computing speed for processing of thermal image data, in this paper. Firstly, the algorithm will sort the thermographic sequence data in space by using image segmentation method. Secondly, the algorithm will employ classical fitting calculation to fit all the temperature decay curves. At last, the algorithm will use the fitting parameters of the curves as the parameters for compression and reconstruction of thermographic sequences. The proposed algorithm manages to compress thermographic sequences in time and space simultaneously. To validate the proposed algorithm, the authors used one defective specimen to conduct the experiment. The experimental results showed that the proposed infrared thermographic sequence reconstruction algorithm is an effective solution with high speed and high precision. Compared to the conventional method, this algorithm is not only noise resistant in time domain but also can increase the computing speed by hundreds of times.
Keywords :
curve fitting; data compression; image reconstruction; image resolution; image segmentation; image sequences; infrared imaging; curve fitting parameters; defective specimen; fitting calculation; high resolution infrared thermal images; image segmentation; infrared thermographic sequence reconstruction algorithm; temperature decay curves; thermal image data processing; thermographic sequence data; thermographic sequences compression; Algorithm design and analysis; Fitting; Image coding; Image reconstruction; Image segmentation; Inspection; Photothermal effects; Infrared thermographic sequence; image segmentation; thermal image compressing and reconstruction; thermographic inspection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communications and Computing (ICSPCC), 2014 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4799-5272-4
Type :
conf
DOI :
10.1109/ICSPCC.2014.6986296
Filename :
6986296
Link To Document :
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