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題名 A study on encoding-based oracle bone script recognition
作者 杜容玥
Tu, Jung-Yueh
Chen, Tingzhu
Qian, Yaoyao
Pei, Jingyu
Wu, Shaoteng
Wu, Jiang
Li, Lin
貢獻者 華文碩
關鍵詞 Encoding-based;oracle bone script;recognition technology;relevant information points;XiaoTun village
日期 2020-12
上傳時間 28-Mar-2022 15:31:03 (UTC+8)
摘要 Oracle bone script recognition (OBSR) has been a fundamental problem in research on oracle bone scripts for decades. Despite being intensively studied, existing OBSR methods are still subject to limitations regarding recognition accuracy, speed and robustness. Furthermore, the dependency of these methods on expert knowledge hinders the adoption of OBSR systems by the general public and also discourages social outreach of research outputs. Addressing these issues, this study proposes an encoding-based OBSR system that applies image pre-processing techniques to encode oracle images into small matrices and recognize oracle characters in the encoding space. We tested our methods on a collection of oracle bones from the Yin Ruins in XiaoTun village, and achieved a high accuracy rate of 99% within a time range of milliseconds.
關聯 Journal of Chinese Writing Systems,Vol.4, No.4, pp.281-290
資料類型 article
DOI https://doi.org/doi: 10.1177/2513850220952890
dc.contributor 華文碩
dc.creator (作者) 杜容玥
dc.creator (作者) Tu, Jung-Yueh
dc.creator (作者) Chen, Tingzhu
dc.creator (作者) Qian, Yaoyao
dc.creator (作者) Pei, Jingyu
dc.creator (作者) Wu, Shaoteng
dc.creator (作者) Wu, Jiang
dc.creator (作者) Li, Lin
dc.date (日期) 2020-12
dc.date.accessioned 28-Mar-2022 15:31:03 (UTC+8)-
dc.date.available 28-Mar-2022 15:31:03 (UTC+8)-
dc.date.issued (上傳時間) 28-Mar-2022 15:31:03 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/139459-
dc.description.abstract (摘要) Oracle bone script recognition (OBSR) has been a fundamental problem in research on oracle bone scripts for decades. Despite being intensively studied, existing OBSR methods are still subject to limitations regarding recognition accuracy, speed and robustness. Furthermore, the dependency of these methods on expert knowledge hinders the adoption of OBSR systems by the general public and also discourages social outreach of research outputs. Addressing these issues, this study proposes an encoding-based OBSR system that applies image pre-processing techniques to encode oracle images into small matrices and recognize oracle characters in the encoding space. We tested our methods on a collection of oracle bones from the Yin Ruins in XiaoTun village, and achieved a high accuracy rate of 99% within a time range of milliseconds.
dc.format.extent 121 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Journal of Chinese Writing Systems,Vol.4, No.4, pp.281-290
dc.subject (關鍵詞) Encoding-based;oracle bone script;recognition technology;relevant information points;XiaoTun village
dc.title (題名) A study on encoding-based oracle bone script recognition
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1177/2513850220952890
dc.doi.uri (DOI) https://doi.org/doi: 10.1177/2513850220952890