• DocumentCode
    600139
  • Title

    A quantitative line-scan image analysis method for colonoscopy diagnosis using FICE

  • Author

    Min-Liang Wang ; Pin-Zhi Lin ; Sheng-Lei Yan

  • Author_Institution
    Med. Image Res. Dept., Asian Inst. of TeleSurgery, Changhua, Taiwan
  • fYear
    2012
  • fDate
    4-7 Nov. 2012
  • Firstpage
    70
  • Lastpage
    73
  • Abstract
    This paper presents a quantitative image analysis technique for colonoscopy diagnosis to distinguish abnormal lesions, especially for using Fuji Intelligent Chromo Endoscopy (FICE). We take the color histogram technique and gray level co-occurrence matrix (GLCM) into account, and proposed an efficient line-scan method for observing early and small tumor during minute diagnosis. The line-scan method is based on semimanual image horizontal line selection of colonoscopy video, then the color histogram index, contrast, energy, homogeneity and entropy are calculated via GLCM matrix of the selection image area. Thus, the method leads the FICE images measurable and provides a view to accelerate and enhance physician to determine the lesions quickly. The results show that the proposed line-scan method significantly evaluates the diagnosis images for the real patient experiments.
  • Keywords
    endoscopes; image colour analysis; image scanners; medical image processing; tumours; FICE images; Fuji intelligent chromo endoscopy; GLCM; GLCM matrix; abnormal lesions; colonoscopy diagnosis; colonoscopy video; color histogram index; color histogram technique; contrast; energy; entropy; gray level co-occurrence matrix; homogeneity; minute diagnosis; quantitative line-scan image analysis method; semimanual image horizontal line selection; tumor observation; Colon; Colonoscopy; Endoscopes; Gastrointestinal tract; Image color analysis; Lesions; Fuji Intelligent Chromo Endoscopy image evaluation; Tumor image analysis; large intestine lesions early diagnosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing and Communications Systems (ISPACS), 2012 International Symposium on
  • Conference_Location
    New Taipei
  • Print_ISBN
    978-1-4673-5083-9
  • Electronic_ISBN
    978-1-4673-5081-5
  • Type

    conf

  • DOI
    10.1109/ISPACS.2012.6473455
  • Filename
    6473455