Vision Transformer-Based Recognition of Chinese Cursive Calligraphy: A Curriculum Learning and Skeleton Embedding Approach

Chinese cursive calligraphy, characterized by fluid and complex strokes, presents a significant challenge in character recognition due to the variations in character structure and style. This paper proposes an innovative approach to recognize Chinese cursive characters using two Vision Transformer (

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.4108/eai.21-11-2024.2354609
Primary Topic
Color perception and design
Type
article
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article

Vision Transformer-Based Recognition of Chinese Cursive Calligraphy: A Curriculum Learning and Skeleton Embedding Approach

Jinyang Zheng, Yilin Fang, Xinrui Shan, T. Y. Qi
Color perception and design
article

Vision Transformer-Based Recognition of Chinese Cursive Calligraphy: A Curriculum Learning and Skeleton Embedding Approach

Jinyang Zheng, Yilin Fang, Xinrui Shan, T. Y. Qi
article en

Abstract

Chinese cursive calligraphy, characterized by fluid and complex strokes, presents a significant challenge in character recognition due to the variations in character structure and style. This paper proposes an innovative approach to recognize Chinese cursive characters using two Vision Transformer (

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Openalex Percentile: Top 95%
Color perception and design
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Vision Transformer-Based Recognition of Chinese Cursive Calligraphy: A Curriculum Learning and Skeleton Embedding Approach — Jinyang Zheng, Yilin Fang, et al. · (2025) | TGRS Research Map | TGRS