Enhancing Chinese Font Recognition with Convolutional Neural Networks

• Published in: 2023 International Conference on Networks, Communications and Intelligent Computing (NCIC) pp. 291 - 295
• Main Author: Li, Mengyuan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.11.2023
• Subjects: Accuracy Optimization; Character recognition; Chinese Character Dataset; Computational modeling; Convolutional Neural Network; Convolutional neural networks; Data models; Font Classification; Normalized Central Moment Features; Optimization; Testing; Training

With more and more styles of fonts, young people are keen to use distinctive fonts to show their individuality. The purpose of this paper is to study Chinese font classification recognition to enable people to handle fonts more effectively. For this purpose, Nankai Chinese font style dataset is used...