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"Chinese character sets (Data processing)"
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The Chinese computer : a global history of the information age
\"Exploration of the largely unknown history of Chinese-language computing systems, accessible to an audience unfamiliar with the Chinese language or the technical workings of personal computers\"-- Provided by publisher.
Book
SGooTY: A Scheme Combining the GoogLeNet-Tiny and YOLOv5-CBAM Models for Nüshu Recognition
With the development of society, the intangible cultural heritage of Chinese Nüshu is in danger of extinction. To promote the research and popularization of traditional Chinese culture, we use deep learning to automatically detect and recognize handwritten Nüshu characters. To address difficulties such as the creation of a Nüshu character dataset, uneven samples, and difficulties in character recognition, we first build a large-scale handwritten Nüshu character dataset, HWNS2023, by using various data augmentation methods. This dataset contains 5500 Nüshu images and 1364 labeled character samples. Second, in this paper, we propose a two-stage scheme model combining GoogLeNet-tiny and YOLOv5-CBAM (SGooTY) for Nüshu recognition. In the first stage, five basic deep learning models including AlexNet, VGGNet16, GoogLeNet, MobileNetV3, and ResNet are trained and tested on the dataset, and the model structure is improved to enhance the accuracy of recognising handwritten Nüshu characters. In the second stage, we combine an object detection model to re-recognize misidentified handwritten Nüshu characters to ensure the accuracy of the overall system. Experimental results show that in the first stage, the improved model achieves the highest accuracy of 99.3% in recognising Nüshu characters, which significantly improves the recognition rate of handwritten Nüshu characters. After integrating the object recognition model, the overall recognition accuracy of the model reached 99.9%.
Journal Article
RLIN CJK and the East Asian library community
The introduction of RLIN CJK in 1983 resulted in the addition of more than one million vernacular CJK records in the RLIN data base by member institutions by 1993. Earlier efforts to standardize East Asian cataloging are discussed.
Journal Article
With characters: retrospective conversion of East Asian cataloging records
Two surveys were completed on the retrospective conversion of cataloging records in East Asian languages by the academic library community. The unique problems of East Asian retrospective conversion and solutions to these problems are discussed.
Journal Article