Analysis of relation between skin elasticity and the entropy of skin image using near‐infrared and visible light sources. Issue 1 (1st October 2019)
- Record Type:
- Journal Article
- Title:
- Analysis of relation between skin elasticity and the entropy of skin image using near‐infrared and visible light sources. Issue 1 (1st October 2019)
- Main Title:
- Analysis of relation between skin elasticity and the entropy of skin image using near‐infrared and visible light sources
- Authors:
- Jung, Geunho
Lee, Min Young
Kim, Sungchul
Lee, Jee‐Bum
Kim, Jae G. - Abstract:
- Abstract: Skin elasticity has been regarded as one of the main indicators of skin condition. Current measurement devices for skin elasticity are mostly expensive for home‐use and should contact the skin surface. As a first step to develop improved methods, we focus on the relation between skin elasticity and the entropy of skin images. Reduced skin elasticity causes wrinkles. It spreads frequency components and increases their randomness in the frequency domain. The randomness is quantified as entropy, which is a measure of the disorder of a system in physics. Therefore, skin elasticity is expected to have a negative relation with entropy. This tendency can be improved by applying penetration depth characteristics according to the wavelength of light. From cheeks and forehead of 12 Korean adults, skin images are acquired with three different light sources (470 nm, 870 nm and broadband light) and skin elasticity is measured. The root mean square error between the measured data and the fitted model is "0.27" (870 nm), "0.49" (broadband light) and "1.42" (470 nm). Furthermore, the results are analyzed by classifying by sex, age and measurement area. This study demonstrates the possibility of developing noncontact home‐use devices to measure skin elasticity in the future. Abstract : As a first step to develop new methods for measuring skin elasticity, the relation between skin elasticity and the entropy of skin image with near‐infrared and visible light sources are analyzed.Abstract: Skin elasticity has been regarded as one of the main indicators of skin condition. Current measurement devices for skin elasticity are mostly expensive for home‐use and should contact the skin surface. As a first step to develop improved methods, we focus on the relation between skin elasticity and the entropy of skin images. Reduced skin elasticity causes wrinkles. It spreads frequency components and increases their randomness in the frequency domain. The randomness is quantified as entropy, which is a measure of the disorder of a system in physics. Therefore, skin elasticity is expected to have a negative relation with entropy. This tendency can be improved by applying penetration depth characteristics according to the wavelength of light. From cheeks and forehead of 12 Korean adults, skin images are acquired with three different light sources (470 nm, 870 nm and broadband light) and skin elasticity is measured. The root mean square error between the measured data and the fitted model is "0.27" (870 nm), "0.49" (broadband light) and "1.42" (470 nm). Furthermore, the results are analyzed by classifying by sex, age and measurement area. This study demonstrates the possibility of developing noncontact home‐use devices to measure skin elasticity in the future. Abstract : As a first step to develop new methods for measuring skin elasticity, the relation between skin elasticity and the entropy of skin image with near‐infrared and visible light sources are analyzed. Wrinkles increases the randomness of frequency components and it is quantified by entropy. In the results, the root mean square error of each wavelength is "0.27" (870 nm), "0.49" (broadband light) and "1.42" (470 nm). … (more)
- Is Part Of:
- Journal of biophotonics. Volume 13:Issue 1(2020)
- Journal:
- Journal of biophotonics
- Issue:
- Volume 13:Issue 1(2020)
- Issue Display:
- Volume 13, Issue 1 (2020)
- Year:
- 2020
- Volume:
- 13
- Issue:
- 1
- Issue Sort Value:
- 2020-0013-0001-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2019-10-01
- Subjects:
- entropy -- near‐infrared light -- skin conditions -- skin elasticity -- wrinkles
Photonics -- Periodicals
Optical materials -- Periodicals
Optics -- Periodicals
Medical instruments and apparatus -- Periodicals
621.3605 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1864-0648 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/jbio.201900213 ↗
- Languages:
- English
- ISSNs:
- 1864-063X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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- 20560.xml