Garment smoothness appearance evaluation through computer vision

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 limi...

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Veröffentlicht in:Textile research journal 2012-02, Vol.82 (3), p.299-309
Hauptverfasser: Silvestre-Blanes, Javier, Berenguer-Sebastiá, Joaquin, Pérez-Lloréns, Rubén, Miralles, Ignacio, Moreno, Jorge
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container_end_page 309
container_issue 3
container_start_page 299
container_title Textile research journal
container_volume 82
creator Silvestre-Blanes, Javier
Berenguer-Sebastiá, Joaquin
Pérez-Lloréns, Rubén
Miralles, Ignacio
Moreno, Jorge
description 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.
doi_str_mv 10.1177/0040517511424530
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subjects 3-D technology
Correlation
Domestic
Fabrics
Garments
Human
Lasers
Perception
Studies
Textiles
Wrinkle resistant textile fabrics
Wrinkling
title Garment smoothness appearance evaluation through computer vision
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