Color analysis and performance optimization of 3D virtual simulation knitted fabrics

In the modern fashion industry, computer-aided systems are essential for planning, design, and marketing. Three-dimensional (3D) virtual simulation technology allows designers to style virtual models and create distinct looks. However, accurately simulating real fabrics requires more than just color...

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Main Author: Xu XiangGe
Format: Article
Language:English
Published: De Gruyter 2025-03-01
Series:AUTEX Research Journal
Subjects:
Online Access:https://doi.org/10.1515/aut-2025-0030
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author Xu XiangGe
author_facet Xu XiangGe
author_sort Xu XiangGe
collection DOAJ
description In the modern fashion industry, computer-aided systems are essential for planning, design, and marketing. Three-dimensional (3D) virtual simulation technology allows designers to style virtual models and create distinct looks. However, accurately simulating real fabrics requires more than just color, fiber type, mass, and thickness. This research aimed to evaluate the color uniformity and accuracy of 3D virtual simulations of knitted fabrics compared to real ones. Color uniformity ensures that cloth is observed as it is throughout the model until we observe it from different angles. Without this, the fabric would have a different color impression, which may impart our study towards different sides. Focusing on 80 knitted fabric samples, the study analyzed yarn types, stitch patterns, and colors. A seven-point Likert scale was used to assess the product quality through sensory evaluation of real and simulated garments. The results demonstrated that 3D simulations can accurately replicate the color characteristics of knitted fabrics, producing outcomes comparable to real ones. This study highlights the potential of 3D simulation as a valuable tool in the textile industry, improving efficiency and innovation in fabric design and manufacturing. The outcomes demonstrate that 3D virtual simulations can accurately replicate the color characteristics of knitted fabrics, producing outcomes that are comparable to those of actual knitted fabric. This study advances the use of digital tools in the fashion industry while encouraging efficiency and innovation in fabric creation.
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spelling doaj-art-7724b3ffbe14455697a87ef6191d86bc2025-08-20T02:41:40ZengDe GruyterAUTEX Research Journal2300-09292025-03-01251142410.1515/aut-2025-0030Color analysis and performance optimization of 3D virtual simulation knitted fabricsXu XiangGe0School of Art and Design, Changchun Institute of Technology, Changchun, 130021, Jilin, ChinaIn the modern fashion industry, computer-aided systems are essential for planning, design, and marketing. Three-dimensional (3D) virtual simulation technology allows designers to style virtual models and create distinct looks. However, accurately simulating real fabrics requires more than just color, fiber type, mass, and thickness. This research aimed to evaluate the color uniformity and accuracy of 3D virtual simulations of knitted fabrics compared to real ones. Color uniformity ensures that cloth is observed as it is throughout the model until we observe it from different angles. Without this, the fabric would have a different color impression, which may impart our study towards different sides. Focusing on 80 knitted fabric samples, the study analyzed yarn types, stitch patterns, and colors. A seven-point Likert scale was used to assess the product quality through sensory evaluation of real and simulated garments. The results demonstrated that 3D simulations can accurately replicate the color characteristics of knitted fabrics, producing outcomes comparable to real ones. This study highlights the potential of 3D simulation as a valuable tool in the textile industry, improving efficiency and innovation in fabric design and manufacturing. The outcomes demonstrate that 3D virtual simulations can accurately replicate the color characteristics of knitted fabrics, producing outcomes that are comparable to those of actual knitted fabric. This study advances the use of digital tools in the fashion industry while encouraging efficiency and innovation in fabric creation.https://doi.org/10.1515/aut-2025-0030color analysis3d virtual simulationknitted fabrictexture analysisperformance optimizationfabric propertiesvirtual textiles
spellingShingle Xu XiangGe
Color analysis and performance optimization of 3D virtual simulation knitted fabrics
AUTEX Research Journal
color analysis
3d virtual simulation
knitted fabric
texture analysis
performance optimization
fabric properties
virtual textiles
title Color analysis and performance optimization of 3D virtual simulation knitted fabrics
title_full Color analysis and performance optimization of 3D virtual simulation knitted fabrics
title_fullStr Color analysis and performance optimization of 3D virtual simulation knitted fabrics
title_full_unstemmed Color analysis and performance optimization of 3D virtual simulation knitted fabrics
title_short Color analysis and performance optimization of 3D virtual simulation knitted fabrics
title_sort color analysis and performance optimization of 3d virtual simulation knitted fabrics
topic color analysis
3d virtual simulation
knitted fabric
texture analysis
performance optimization
fabric properties
virtual textiles
url https://doi.org/10.1515/aut-2025-0030
work_keys_str_mv AT xuxiangge coloranalysisandperformanceoptimizationof3dvirtualsimulationknittedfabrics