Study of Human Perception on Body Shapes using Intelligent Techniques
This paper presents a method permitting to determine the relationship between body measurements and human perception on morphology of body shapes, expressed by a set of emotional descriptors and fashion themes. It can be integrated into current garment CAD system for providing personalized design support. Two procedures of sensory evaluation have been used. The first one aims at evaluating abstract fashion themes by means of emotional descriptors. In this procedure, the evaluators, including fashion designers and consumers, will give relevancy degrees between fashion themes and emotional descriptors. A fuzzy cognitive map is introduced to represent the corresponding results. It can be considered as a conceptual model characterizing the cognition level of evaluators on abstract fashion themes. The other procedure aims at evaluating the previous emotional descriptors on human body shapes according to the corresponding body measurements. A set of decision trees have been established to model the relation between the emotional descriptors and the human body measurements. It can be considered as a empirical model obtained from learning data.
Lichuan WANG Xianyi ZENG Ludovic KOEHL Yan CHEN
University of Lille, Nord de France 59000 Lille,France GEMTEX Laboratory, ENSAIT 59100 Roubaix, Fran College of Textile and Clothing Engineering Soochow University 215006 Suzhou, Jiangsu Province, P.R.
国际会议
The 2010 International Conference on Intelligent Systems and Knowledge Engineering(第五届智能系统与知识工程国际会议)
杭州
英文
658-663
2010-11-15（万方平台首次上网日期，不代表论文的发表时间）