• DocumentCode
    636904
  • Title

    Automatic cropping method of chest radiographs based on adaptive binarization

  • Author

    Imura, M. ; Tabata, Yoshiyuki ; Ishigaki, Rikuta ; Kuroda, Yoshihiro ; Uranishi, Y. ; Oshiro, O.

  • Author_Institution
    Grad. Sch. of Eng. Sci., Osaka Univ., Toyonaka, Japan
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    6494
  • Lastpage
    6497
  • Abstract
    General radiography systems are widely used for medical diagnoses. Since the size of image detectors of general radiography systems is standardized in several fixed sizes, relative size of target body parts differs according to patients. The spread of digitization of X-ray imaging forces radiological technologists to crop radiographs manually after measurement for suitable use on diagnoses. This cropping operation distracts attention of radiological technologists from measurement operations and from care to patients. The purpose of this study is to establish image processing method to achieve automatic cropping of X-ray images, which reduces the radiological technologists´ burden in general radiography workflow. The proposed method utilizes adaptive binarization as pre-processing of radiographs. In this paper, we show the result of the proposed method applied for chest radiographs and the evaluation by radiological technologists.
  • Keywords
    diagnostic radiography; medical image processing; patient care; X-ray imaging force radiological technologists; adaptive binarization; automatic cropping method; chest radiography system; cropping operation; image detectors; image processing method; medical diagnosis; patient care; radiological technologists; target body parts; Biomedical imaging; Diagnostic radiography; Image processing; Indexes; Lungs; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6611042
  • Filename
    6611042