One-shot handwriting imitation via self-supervised cross spatial transformer networks

Bocheng Zhao, Guanwen Feng, Wenxing Zhang, Yunan Li, Qiguang Miao, Xiangzeng Liu, Ruyi Liu

Abstract: Highlights•One-shot input sample for imitating writer’s handwriting calligraphy.•High image quality, stroke skeleton similarity and style diversity.•Exploration of non-Euclidean characteristic of networks.•Cross spatial transformer and self-supervised training.

External IDs:dblp:journals/ijon/ZhaoFZLMLL25