摘要
为实现人体远程测量系统的有效性,提出运用人体照片来预测青年男体的围度。通过HSI颜色空间转换、轮廓光滑处理等图像处理方法提取了人体轮廓。通过识别人体特征点,得到人体的体表角度、宽度和厚度;按照体表角度、厚度/宽度等指标进行人体体型分类。基于各个围度对应的厚度和宽度构建了颈围、胸围、腰围、腹围、臀围和大腿根围的围度拟合方程,并对拟合方程进行了误差分析。结果表明,建立的围度预测模型有效,保证了人体远程测量系统的可靠性。
In order to realize the effectiveness of the remote measurement system of human body,it is proposed to predict the girths of young male by using human body photos.The silhouette of human body was extracted by HSI color space conversion,silhouette smoothing and other image processing methods.The angle,width and thickness of body surface were obtained by identifying the feature points of human body.Body types were classified according to body surface angle and ratio between thickness and width.Based on the corresponding thickness and width of each girth,the fitted equations of neck girth,chest girth,waist girth,abdomen girth,hip girth and thigh girth were constructed.The results show that the girth fiting model is effective,which ensures the reliability of the remote measurement system.
作者
叶聪
匡才远
姜川
刘国联
Ye Cong;Kuang Caiyuan;Jiang Chuan;Liu Guolian(Art College,Jinling Institute of Technology,Nanjing,Jiangsu 211169,China;College of Animation,Jinling Institute of Technology,Nanjing,Jiangsu 211169,China;China National Textile and Apparel Council,Beijing 100020,China;College of Textile and Clothing Engineering,Soochow University,Suzhou,Jiangsu 215021,China)
出处
《针织工业》
北大核心
2023年第7期70-75,共6页
Knitting Industries
基金
国家自然科学基金项目(61702461)
“十四五”江苏省设计学重点建设学科(苏教研函[2022]2号)
江苏高校“青蓝工程”(苏教师函[2023]27号)资助
南京市文化人才培养资助项目(22BM7005)。
关键词
HSI彩色模型
人体远程测量
人体围度拟合
体型分类
青年男性
人体尺寸测量
HSI Color Model
Human Body Remote Measurement
Human Girth Fitting
Body Type Classification
Young Male
Measurements of Human Size
