5A3_0570_ KNITTED FABRIC TEXTILE CLASSIFICATION BASED ON GLOBAL FEATURE

Pengpeng Yao; John H. Xin

Fashion and design

5A3_0570_ KNITTED FABRIC TEXTILE CLASSIFICATION BASED ON GLOBAL FEATURE

Abstract

In this paper, we reviewed and examined the classification methods for the knitted fabrics and acquired a fabricdataset to verify the results. We then proposed the global feature method to classify 290 knitted fabrics with 58 different textures and 5 different colors. Using the global feature method, the classification accuracy of knitted fabrics can be improved significantly. The result shows that our proposed method is better than the stateof-the-art method.

Keywords: knitted fabric, classification, feature extraction, bow

How to Cite: Yao, P. & Xin, J. (2019) “5A3_0570_ KNITTED FABRIC TEXTILE CLASSIFICATION BASED ON GLOBAL FEATURE”, Proceedings of the 19th World Textile Conference - Autex 2019.(0).