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 language | English |
|---|---|
| Title of host publication | 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 483-486 |
| Number of pages | 4 |
| Volume | 2017-November |
| ISBN (Electronic) | 9784907764579 |
| DOIs | |
| Publication status | Published - 2017 Nov 10 |
| Event | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 - Kanazawa, Japan Duration: 2017 Sep 19 → 2017 Sep 22 |
Other
| Other | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 |
|---|---|
| Country | Japan |
| City | Kanazawa |
| Period | 17/9/19 → 17/9/22 |
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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
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 proceeding › Conference contribution
}
TY - GEN
T1 - Evaluation method of burn therapy effect by skin transplant based on image processing
AU - Wada, Daijiro
AU - Monnai, Yasuaki
AU - Yamaguchi, Yoshihiro
AU - Kato, Soichiro
AU - Tanaka, Toshiyuki
PY - 2017/11/10
Y1 - 2017/11/10
N2 - 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
AB - 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
KW - burn treatment
KW - image processing
KW - support vector machine
UR - http://www.scopus.com/inward/record.url?scp=85044169526&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85044169526&partnerID=8YFLogxK
U2 - 10.23919/SICE.2017.8105626
DO - 10.23919/SICE.2017.8105626
M3 - Conference contribution
AN - SCOPUS:85044169526
VL - 2017-November
SP - 483
EP - 486
BT - 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
PB - Institute of Electrical and Electronics Engineers Inc.
ER -