With the development of the society, people have a higher standard in the fitness of the clothing, and the clothing production and marketing is turning into a small batch but multi-type pattern, therefore, it is a inexorable trend for the clothing development to make a clothing subdivision and a thorough study of apparel structure. This paper is based on a theory that clothing is man-oriented, which means the measuremental data of the human body can be provided as an accurate scientific basis, thus the somatotypes study is the foundation of the apparel structure study.This subject take both professional and amateur football players in school in Wuhan as research object, using both intangent 3D Human Body scanner and handdipping to collect measuremental data of 195 human body, Accordingly the contents of this research include four parts as follows:Firstly, pretreating the data collected and creat a data file, eliminating 8 abnormal value , with 187 sample data left.Secondly , making a mathematical statistic analysis of the data. the author analyze the basic statistic and find the basic numeric character of the players, through which grasp the general somatotype characteristics, and compare with that of the ordinary adultman of national standard to research into their somatotype characteristics.Thirdly, choosing 6 most representative measuring index as the basis to classify the somatotypes, dividing those people into four somatotypes by fast clustering. Then using R clustering method of the hierarchical clustering to make the dimensionality reduction of the indexes , choosing 11 of them as main position. Later the author identified the classified value of each main position using two-dimensional linear regression, and established a size system applied to the whole group.Finally , using the size system established to construct the basic database, together with another 6 size which is necessary in upper body pattern. After that the author established a upper body pattern of male football players, using the MATLAB automatically-generated system, realized the somatotype discrimnation which taking height, brassiere and waistline as key words,and created a integrating fast reaction system automatically-generated by the upper body pattern as well. |