To improve the effect of calligraphy style feature extraction and identification, this study proposes a calligraphy style feature extraction and identification technology based on two-channel convolutional neural network and constructs an intelligent calligraphy style feature extraction and identification system. Moreover, this paper improves the C3D network model and retains 2 fully connected layers. In addition, by extracting the outline skeleton and stroke features of calligraphy characters, this paper calculates the feature weight and authenticity determination function and constructs an authenticity identification system. The experimental study shows that the calligraphy style feature extraction and identification system based on the dual-channel convolutional neural network proposed in this paper has a good performance in calligraphy style feature extraction and identification.
机构:
Gannan Normal Univ, Sci & Technol Coll, Dept Fine Arts, Ganzhou 341000, Jiangxi, Peoples R ChinaGannan Normal Univ, Sci & Technol Coll, Dept Fine Arts, Ganzhou 341000, Jiangxi, Peoples R China
机构:
China Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R ChinaChina Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R China
Ma, Guanchao
Wang, Xisheng
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机构:
China Coal Informat Technol Beijing Co Ltd, Beijing 100120, Peoples R ChinaChina Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R China
Wang, Xisheng
Liu, Jianfeng
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机构:
China Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R ChinaChina Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R China
Liu, Jianfeng
Chen, Weibiao
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China Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R ChinaChina Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R China
Chen, Weibiao
Niu, Qinghe
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China Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R ChinaChina Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R China
Niu, Qinghe
Liu, Yun
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机构:
China Coal Informat Technol Beijing Co Ltd, Beijing 100120, Peoples R ChinaChina Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R China
Liu, Yun
Gao, Xiaocheng
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机构:
China Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R ChinaChina Coal Shaanxi Yulin Daze Coal Ind Co Ltd, Yulin City 719000, Shaanxi, Peoples R China
机构:
Jilin Univ Finance & Econ, Coll Foreign Language Teaching & Res Inst, Changchun, Peoples R ChinaJilin Univ Finance & Econ, Coll Foreign Language Teaching & Res Inst, Changchun, Peoples R China
Zhao, Shubo
Su, Zheqian
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机构:
Changchun Univ Chinese Med, Foreign Language Dept, Changchun, Peoples R ChinaJilin Univ Finance & Econ, Coll Foreign Language Teaching & Res Inst, Changchun, Peoples R China