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基于改进物元法的人体面部皮肤状态综合评价

张慧妍 李爽 王小艺 董寅卯

高技术通讯2017,Vol.27Issue(7):612-618,7.
高技术通讯2017,Vol.27Issue(7):612-618,7.DOI:10.3772/j.issn.1002-0470.2017.07.004

基于改进物元法的人体面部皮肤状态综合评价

An improved matter-element comprehensive evaluation of human facial skin condition based on improving the matter-element method

张慧妍 1李爽 2王小艺 1董寅卯1

作者信息

  • 1. 北京工商大学计算机与信息工程学院,食品安全大数据技术北京市重点实验室 北京100048
  • 2. 北京工商大学中国化妆品研究中心 北京100048
  • 折叠

摘要

Abstract

A method for objective and effective evaluation of human facial skin condition is studied.In order to solve the key problems of information conflict and strong subjectivity in multi index comprehensive evaluation of skin condi-tion, the weight of each index is obtained through the integrated optimization of the entropy weight method and the analytic hierarchy process based on the skin evaluation index system, and then with the combination with the index characteristics, this study presents an improved matter element method for distance calculation according to the ap-plication dynamic adjustment of the optimal point location to establish the model of human facial skin condition with good evaluation results.10 people are exemplified as case studies.The result shows that compared with the classic matter-element evaluation model, the improved matter-element model has the better consistency with the expert o-pinion, and the alignment of the two is up to 90%.It proves that the optimal point location selected by the im-proved model is more accordance with the actual distribution of skin parameters, and the improved model is better in realizing the integration of subjective and objective information for better evaluation of human facial skin condi-tion.

关键词

皮肤状态/综合评价/优化赋权/距计算/关联函数

Key words

skin condition/comprehensive evaluation/optimal weighting/distance calculation/correlation function

引用本文复制引用

张慧妍,李爽,王小艺,董寅卯..基于改进物元法的人体面部皮肤状态综合评价[J].高技术通讯,2017,27(7):612-618,7.

基金项目

国家自然科学基金(51179002),北京工商大学促进人才培养综合改革(19008001060)资助项目. (51179002)

高技术通讯

OA北大核心CSTPCD

1002-0470

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