A generative model for handwritings based on enhanced feature desynchronization

研究成果: 著書/レポートタイプへの貢献会議での発言

抜粋

A new generative model of handwriting patterns is proposed for interpreting their deformations. The model is based on feature desynchronization, which is a coupling process of x and y coordinate features of different timings. By changing the timings to be coupled, the model can generate various deformed patterns from a single pattern. The model is further enhanced by incorporating an adaptive rotation at each timing for increasing the variety of deformed patterns. An important fact is that this enhanced desynchronization model can be interpreted intuitively as a deformation process in actual handwriting. Experimental results showed that the model can generate various handwriting patterns close to actual deformed patterns.

元の言語英語
ホスト出版物のタイトルProceedings - 11th International Conference on Document Analysis and Recognition, ICDAR 2011
ページ589-593
ページ数5
DOI
出版物ステータス出版済み - 12 2 2011
イベント11th International Conference on Document Analysis and Recognition, ICDAR 2011 - Beijing, 中国
継続期間: 9 18 20119 21 2011

出版物シリーズ

名前Proceedings of the International Conference on Document Analysis and Recognition, ICDAR
ISSN(印刷物)1520-5363

その他

その他11th International Conference on Document Analysis and Recognition, ICDAR 2011
中国
Beijing
期間9/18/119/21/11

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition

これを引用

Uchida, S., Sasaki, T., & Yaokai, F. (2011). A generative model for handwritings based on enhanced feature desynchronization. : Proceedings - 11th International Conference on Document Analysis and Recognition, ICDAR 2011 (pp. 589-593). [6065379] (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR). https://doi.org/10.1109/ICDAR.2011.124