• 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