5A3_0570_ KNITTED FABRIC TEXTILE CLASSIFICATION BASED ON GLOBAL FEATURE
- Pengpeng Yao
- John H. Xin
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 , p.5.