• DocumentCode
    719989
  • Title

    Evaluation of thermal patterns and distribution applied to the study of diabetic foot

  • Author

    Hernandez-Contreras, D. ; Peregrina-Barreto, H. ; Rangel-Magdaleno, J. ; Ramirez-Cortes, J. ; Renero-Carrillo, F. ; Avina-Cervantes, G.

  • Author_Institution
    Inst. Nac. de Astrofis., Opt. y Electron., Puebla, Mexico
  • fYear
    2015
  • fDate
    11-14 May 2015
  • Firstpage
    482
  • Lastpage
    487
  • Abstract
    Early detection of symptoms related to ulceration risk in patients with diabetes mellitus can prevent future complications. In recent years thermography has been a response to this problem. Thermography is presented as a rapid, non-invasive and non-contact technique for detecting potential temperature patterns that may have complications in the future. This paper presents a preliminary classification method to detect temperature patterns which could be related with high-risk patients. This methodology is based on thermal image processing, beginning with the isolation of areas with higher temperature, followed by an analysis of these areas that allow its classification.
  • Keywords
    biomedical optical imaging; diseases; image classification; infrared imaging; medical image processing; temperature distribution; diabetic foot; infrared thermography; thermal distribution evaluation; thermal image classification; thermal image processing; thermal pattern evaluation; Diabetes; Foot; Gray-scale; Histograms; Image segmentation; Shape; Temperature distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
  • Conference_Location
    Pisa
  • Type

    conf

  • DOI
    10.1109/I2MTC.2015.7151315
  • Filename
    7151315