Deep learning for Chinese font generation: A survey

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Lei Wang, Yu Liu, Mohd Yunus Sharum, Razali Yaakob, Khairul Azhar Kasmiran, Cunrui Wang

Published: 01 Jan 2025, Last Modified: 03 Apr 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Comprehensive examination of CFG methods based on deep learning.•Systematic review of 106 articles published between 2017 and 2025.•Summarizes the problem definition and main challenges in Chinese font generation.•Organizes datasets and evaluation metrics for font generation.•Classifies cutting-edge methods from three perspectives.