[1]刘其思,徐平华*,周 佳,等.基于变分水平集的服饰图案轮廓提取[J].服装学报,2016,1(05):482-486.
　LIU Qisi,XU Pinghua*,ZHOU Jia,et al.Contour Extraction of Costume Pattern Based on Variational Level Set Method[J].Journal of Clothing Research,2016,1(05):482-486.
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基于变分水平集的服饰图案轮廓提取()
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《服装学报》[ISSN:2096-1928/CN:32-1864/TS]

卷:
第1卷
期数:
2016年05期
页码:
482-486
栏目:
服装信息技术
出版日期:
2016-10-30

文章信息/Info

Title:
Contour Extraction of Costume Pattern Based on Variational Level Set Method
作者:
刘其思1;  徐平华*1; 2;  周 佳1;  宗雅倩1;  桑振聪1
1.南通大学 纺织服装学院,江苏 南通 226019; 2.南通大学 杏林学院,江苏 南通 226019
Author(s):
LIU Qisi1;  XU Pinghua*1; 2;  ZHOU Jia1;  ZONG Yaqian1;  SANG Zhencong1
1.School of Textile and Clothing,Nantong University,Nantong 226019,China; 2 Xinglin College,Nantong University,Nantong 226019,China
分类号:
TS 941.2
文献标志码:
A
摘要:
图案复原、图形图案再设计中,人工提取服饰图案轮廓效率和精度较低。利用图像处理技术,在图像滤波基础上,对服饰图案的轮廓进行快速提取。首先采用总变差模型对原始图案底纹进行自动消隐,然后利用变分水平集算法对图案轮廓进行边缘检测和分割,并与目前常用的图像边缘检测方法进行对比。实验结果表明,基于变分水平集算法的图像分割有效地提取出服饰图案边缘轮廓信息,相比较传统的分割方法更为准确有效。
Abstract:
Manual extraction of costume patterns presents inefficiency and low precision during pattern restoration and redesigning.In this paper,the pattern contour was extracted using image processing technology.Concretely,the original image was filtered using total variation model algorithm to eliminate image noise.The variation level set algorithm was then utilized to detect the garment contour.Besides,the traditional methods of image edge detection were compared in this experiment.Results showed that the traditional segmentation method was difficult to meet the requirements of complex segmentation.However,the image segmentation based on the variation level set algorithm is simple and easy to operate.Meanwhile it is accurate and stable.

参考文献/References:

[1] 吴圆圆,徐平华,余志越.多元图腾元素在创意服饰设计中的运用[J].设计艺术研究,2012,2(4):84-87.
WU Yuanyuan,XU Pinghua,YU Zhiyue.Application of multiple totem in creative fashion design[J].Design Research,2012,2(4):84-87.(in Chinese)
[2] 宋春刚.基于图像的皮革颜色纹理检测分类方法研究及系统研制[D].杭州:浙江大学,2006.
[3] 吕梁.衣料自动切割系统的算法研究[D].杭州:浙江大学,2007.
[4] 徐平华,丁雪梅,吴雄英.基于局部特征的服饰图案检索研究[J].北京服装学院学报,2013(4):43- 49.
XU Pinghua,DING Xuemei,WU Xiongying.Retrieval technology of dress pattern based on image local features[J].Journal of Beijing Institute of Clothing Technology,2013(4):43- 49.(in Chinese)
[5] 程东旭,杨艳,赵慧杰.一种改进的Log边缘检测算法[J].中原工学院学报,2011(2):18-21.
CHENG Dongxu,YANG Yan,ZHAO Huijie.An improved edge detection algorithm of log[J].Journal of Zhongyuan Institute of Technology,2011(2):18-21.(in Chinese)
[6] 王植,贺赛先.一种基于Canny理论的自适应边缘检测方法[J].中国图象图形学报,2004,9(8):957-962.
WANG Zhi,HE Saixian.An adaptive edge-detection method based on canny algorithm[J].Journal of Image and Graphics,2004,9(8):957-962.(in Chinese)
[7] 罗丽萍,徐平华,高先科,等.基于图像的动物皮革纹理提取[J].中国皮革,2016,45(5):24-29,35.
LUO Liping,XU Pinghua,GAO Xianke,et al.Based on the image of the animal leather texture extraction[J].China Leather,2016,45(5):24-29,35.(in Chinese)
[8] Plataniotis K N.Color image processing and applications[J].Measurement Science and Technology,2001,12(1):3301-3304.
[9] 陈小梅,倪国强,刘明奇.基于分水岭算法的红外图像分割方法[J].光电子·激光,2001,12(10):1072-1075.
CHEN Xiaomei,NI Guoqiang,LIU Mingqi.On infrared image segmentation algorithm based on watershed[J].Journal of Optoelectronics·Laser,2001,12(10):1072-1075.(in Chinese)
[10] 徐平华,徐蓼芫,高先科,等.基于总变差模型的彩色纹样提取[J].北京服装学院学报(自然科学版),2016(1):70-76.
XU Pinghua,XU Liaoyuan,GAO Xianke,et al.Color pattern extraction based on total variation model[J].Journal of Beijing Institute of Clothing Technology(Nature Science Edition),2016(1):70-76.(in Chinese)
[11] 刘秀平,常先堂,李治隆.一种基于边缘和区域信息的变分水平集图像分割方法[J].大连理工大学学报,2008,48(5):754-758.
LIU Xiuping,CHANG Xiantang,LI Zhilong.A variational level set method of image segmentation based on boundary and region information[J].Journal of Dalian University of Technology,2008,48(5):754-758.(in Chinese)
(责任编辑:杨 勇)

更新日期/Last Update: 2016-11-06