Evaluating system of human skin surface condition by image processing

Yoshinao Takemae, Hideo Saito, Shinji Ozawa

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

6 Citations (Scopus)

Abstract

In this paper, we propose an automatic evaluating system of human skin surface condition based on subjective evaluation provided by cosmeticians. In the proposed system, image features extracted on skin image and subjective evaluation by cosmeticians are flexibly connected by using a back-propagation neural network, so that it can automatically estimate human skin surface condition on based on subjective evaluation from our various skin images. We show some experimental results. Using the trained neural network, human skin surface condition based on subjective evaluation is estimated for unlearned skin images. Then subjective evaluation by this system was compared with that by cosmeticians. Since the proposed system can successfully estimate human skin surface condition like cometicians, the effect of the system is demonstrated.

Original languageEnglish
Title of host publicationProceedings of the IEEE International Conference on Systems, Man and Cybernetics
PublisherIEEE
Pages218-223
Number of pages6
Volume1
Publication statusPublished - 2000
Event2000 IEEE International Conference on Systems, Man and Cybernetics - Nashville, TN, USA
Duration: 2000 Oct 82000 Oct 11

Other

Other2000 IEEE International Conference on Systems, Man and Cybernetics
CityNashville, TN, USA
Period00/10/800/10/11

Fingerprint

Skin
Image processing
Neural networks
Backpropagation

ASJC Scopus subject areas

  • Hardware and Architecture
  • Control and Systems Engineering

Cite this

Takemae, Y., Saito, H., & Ozawa, S. (2000). Evaluating system of human skin surface condition by image processing. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (Vol. 1, pp. 218-223). IEEE.

Evaluating system of human skin surface condition by image processing. / Takemae, Yoshinao; Saito, Hideo; Ozawa, Shinji.

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 1 IEEE, 2000. p. 218-223.

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

Takemae, Y, Saito, H & Ozawa, S 2000, Evaluating system of human skin surface condition by image processing. in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. vol. 1, IEEE, pp. 218-223, 2000 IEEE International Conference on Systems, Man and Cybernetics, Nashville, TN, USA, 00/10/8.
Takemae Y, Saito H, Ozawa S. Evaluating system of human skin surface condition by image processing. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 1. IEEE. 2000. p. 218-223
Takemae, Yoshinao ; Saito, Hideo ; Ozawa, Shinji. / Evaluating system of human skin surface condition by image processing. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 1 IEEE, 2000. pp. 218-223
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