Evaluation method of burn therapy effect by skin transplant based on image processing

Daijiro Wada, Yasuaki Monnai, Yoshihiro Yamaguchi, Soichiro Kato, Toshiyuki Tanaka

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We make an effect evaluation method of bum treatment based on image processing for quantitative evaluation of the treatment progress. We first converted the color space of image from RGB color space to L<a<b< color space and divided image using SLIC Super pixel algorithm. Subsequently, we separate a transplanted skin and burned skin using support vector machine (SVM). As a result, in our proposed method, the average of each of the evaluation indexes recorded a value of 85% or more.

Original languageEnglish
Title of host publication2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages483-486
Number of pages4
Volume2017-November
ISBN (Electronic)9784907764579
DOIs
Publication statusPublished - 2017 Nov 10
Event56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 - Kanazawa, Japan
Duration: 2017 Sep 192017 Sep 22

Other

Other56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
CountryJapan
CityKanazawa
Period17/9/1917/9/22

Fingerprint

Transplants
Color Space
Evaluation Method
Skin
Therapy
image processing
therapy
Image Processing
Image processing
Color
color
evaluation
Quantitative Evaluation
Support vector machines
Support Vector Machine
Pixel
Pixels
pixels
Evaluation

Keywords

  • burn treatment
  • image processing
  • support vector machine

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Optimization
  • Control and Systems Engineering
  • Instrumentation

Cite this

Wada, D., Monnai, Y., Yamaguchi, Y., Kato, S., & Tanaka, T. (2017). Evaluation method of burn therapy effect by skin transplant based on image processing. In 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 (Vol. 2017-November, pp. 483-486). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/SICE.2017.8105626

Evaluation method of burn therapy effect by skin transplant based on image processing. / Wada, Daijiro; Monnai, Yasuaki; Yamaguchi, Yoshihiro; Kato, Soichiro; Tanaka, Toshiyuki.

2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. Vol. 2017-November Institute of Electrical and Electronics Engineers Inc., 2017. p. 483-486.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wada, D, Monnai, Y, Yamaguchi, Y, Kato, S & Tanaka, T 2017, Evaluation method of burn therapy effect by skin transplant based on image processing. in 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. vol. 2017-November, Institute of Electrical and Electronics Engineers Inc., pp. 483-486, 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017, Kanazawa, Japan, 17/9/19. https://doi.org/10.23919/SICE.2017.8105626
Wada D, Monnai Y, Yamaguchi Y, Kato S, Tanaka T. Evaluation method of burn therapy effect by skin transplant based on image processing. In 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. Vol. 2017-November. Institute of Electrical and Electronics Engineers Inc. 2017. p. 483-486 https://doi.org/10.23919/SICE.2017.8105626
Wada, Daijiro ; Monnai, Yasuaki ; Yamaguchi, Yoshihiro ; Kato, Soichiro ; Tanaka, Toshiyuki. / Evaluation method of burn therapy effect by skin transplant based on image processing. 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. Vol. 2017-November Institute of Electrical and Electronics Engineers Inc., 2017. pp. 483-486
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