图像识别技术在纺织品及服装研究中的应用

Application of Image Recognition Technology in Research of Textiles and Garments

纺织品及服装研究与计算机、信息技术的融合发展是推进纺织品及服装产业智能化的必然途径,聚焦图像识别技术在纺织品及服装研究中的应用,归纳其研究内容和研究成果。如纺织品领域的纤维及织物组织识别、纺织品疵点检验、面料检索,服装领域的人体体型识别、服装款式图与样版图识别、服装着装图检索分类等;阐述图像识别关键技术简况及分类依据等。讨论研究中存在的问题、空缺与难点,提出未来的研究方向和研究前景。

The integration of textile and garment research with computer and information technology is an in-evitable way to promote the intelligent development of textile and garment industry.Focusing on the image rec-ognition technology in textile and garment research,this paper summarizes the contents and results of the re-search such as the identification of fabric and structure,the inspection of textile defects,the retrieval of fabrics,the identification of human bodies,garment style and pattern drawings,and the retrieval and classification of garments and dressing drawings,etc.It also describes the general situation of key technologies of image rec-ognition and the classification basis.The problems,gaps and difficulties in the research are discussed,and the future research direction and prospect are proposed.