Linguistic-visual based multimodal Yi character recognition

Linguistic-visual based multimodal Yi character recognition

Abstract The recognition of Yi characters is challenged by considerable variability in their morphological structures and complex semantic relationships, leading to decreased recognition accuracy. This paper presents a multimodal Yi character recognition method comprehensively incorporating linguist...

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Bibliographic Details
Main Authors: Haipeng Sun, Xueyan Ding, Zimeng Li, Jian Sun, Hua Yu, Jianxin Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Deep learning
Character recognition
Transformer
Linguistic-visual model
Online Access:https://doi.org/10.1038/s41598-025-96397-6
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https://doi.org/10.1038/s41598-025-96397-6

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