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Evaluation method of burn therapy effect by skin transplant based on image processing
- Source :
- 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE).
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
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.
- Subjects :
- Brightness
Burn therapy
Pixel
Color image
business.industry
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
020207 software engineering
Image processing
02 engineering and technology
Color space
Support vector machine
RGB color space
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
business
ComputingMethodologies_COMPUTERGRAPHICS
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)
- Accession number :
- edsair.doi...........3992a8cd42b5ecc2d7992c065f2ae1ae
- Full Text :
- https://doi.org/10.23919/sice.2017.8105626