Garment smoothness appearance evaluation through computer vision

Handle

https://riunet.upv.es/handle/10251/47635

Cita bibliográfica

Silvestre-Blanes, J.; Berenguer Sebastiá, JR.; Pérez Llorens, R.; Miralles, I.; Moreno Canton, J. (2012). Garment smoothness appearance evaluation through computer vision. Textile Research Journal. 82(3):299-309. doi:10.1177/0040517511424530

Titulación

Resumen

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. © The Author(s) 2012.

Palabras clave

Image processing, Textile process, Wrinkle evaluation, Evaluation system, Human perception, Human Visual System, Textile products, Textiles, Textile processing

ISSN

0040-5175

ISBN

Fuente

Textile Research Journal

DOI

10.1177/0040517511424530