华中科技大学学报（自然科学版）2024，Vol.52Issue(11)：15-30,16.DOI:10.13245/j.hust.241103
西夏文字识别方法综述
Summary of recognition methods of Tangut characters
摘要
Abstract
Aiming at the current challenges in Tangut studies,which were largely constrained by the accuracy and efficiency of Tangut character recognition,existing Tangut character recognition methods were reviewed and organized.A detailed analysis of the advantages and disadvantages of various methods was provided,and the prospects of these methods in the field of Tangut character recognition were discussed.Accurate and efficient recognition of Tangut characters was fundamental to Tangut studies.First,the main Tangut character datasets were introduced,providing foundational data for subsequent research.Then,from both traditional methods and deep learning methods perspectives,Tangut character recognition methods were summarized and analyzed,focusing on the basic principles,improvements,and advantages and disadvantages of various methods,and the performances of these methods were compared.Finally,the challenges faced by Tangut character recognition and the future research trends were discussed.关键词
图像识别/西夏文字识别/数据集/神经网络/深度学习Key words
image recognition/Tangut character recognition/dataset/neural network/deep learning分类
信息技术与安全科学引用本文复制引用
马金林,闫琦,马自萍,郝超华,万玥彤..西夏文字识别方法综述[J].华中科技大学学报（自然科学版）,2024,52(11):15-30,16.基金项目
国家自然科学基金资助项目(62462001) （62462001）
宁夏自然科学基金资助项目(2023AAC03264). （2023AAC03264）
