2022
DOI: 10.3390/app12115361
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Character Recognition in Endangered Archives: Shui Manuscripts Dataset, Detection and Application Realization

Abstract: Shui manuscripts provide a historical testimony of the national identity and spirit of the Shui people. In response to the lack of a high-quality Shui manuscripts dataset, we collected Shui manuscript images in the Shui area and used various methods to enhance them. Through our efforts, we created a well-labeled and sizable Shui manuscripts dataset, named Shuishu_T, which is the largest of its kind. Then, we applied target detection technology for Shui manuscript characters recognition. Specifically, we compar… Show more

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Cited by 3 publications
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“…The model is optimized by increasing network depth, adjusting parameters, using more training data, and others, so that the model has a better effect. Furthermore, the TL algorithm is utilized to optimize the model [ 48 , 49 ]. Integrating TL into CNN …”
Section: Research Modelmentioning
confidence: 99%
“…The model is optimized by increasing network depth, adjusting parameters, using more training data, and others, so that the model has a better effect. Furthermore, the TL algorithm is utilized to optimize the model [ 48 , 49 ]. Integrating TL into CNN …”
Section: Research Modelmentioning
confidence: 99%