Garment smoothness appearance evaluation through computer vision
Garment smoothness appearance evaluation through computer vision
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DOI：
10.1177/0040517511424530
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发表时间：
2012-02
影响因子：
2.3
通讯作者：
Javier Silvestre-Blanes;Joaquin Berenguer-Sebastiá;Rubén Pérez-Lloréns;Ignacio Miralles;Jorge Moreno
中科院分区：
文献类型：
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作者：
Javier Silvestre-Blanes;Joaquin Berenguer-Sebastiá;Rubén Pérez-Lloréns;Ignacio Miralles;Jorge Moreno
纺织品在家庭洗涤和干燥后的织物外观的测量和评价目前是通过织物与复制品的比较来进行的。这种评估有一定的缺点，其中最重要的是它的主观性和它的局限性时，用于服装。在本文中，我们提出了一个自动化的评估系统。开发的系统可以处理织物以及任何类型的服装，与材料上的尺寸或图案无关。该系统允许我们标记衣服的不同部分。因此，由于不同的服装部件对人类感知具有不同的影响，因此这种标记使得能够使用加权来改善与人类视觉系统的相关性。该系统已与不同的服装进行了测试，表现出良好的性能和人类感知的相关性。
The measurement and evaluation of the appearance of wrinkling in textile products after domestic washing and drying is performed currently by the comparison of the fabric with the replicas. This kind of evaluation has certain drawbacks, the most significant of which are its subjectivity and its limitations when used with garments. In this paper, we present an automated wrinkling evaluation system. The system developed can process fabrics as well as any type of garment, independent of size or pattern on the material. The system allows us to label different parts of the garment. Thus, as different garment parts have different influence on human perception, this labeling enables the use of weighting, to improve the correlation with the human visual system. The system has been tested with different garments showing good performance and correlation with human perception.