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| crossmodal error correction of continuous handwriting recognition by speech | |
| Ao Xiang; Wang Xugang; Tian Feng; Dai Guozhong; Wang Hongan | |
| 2010-07-28 | |
| Conference Name | 12th International Conference on Intelligent User Interfaces, IUI 2007 |
| Pages | 243-250 |
| Conference Date | 2007-01-28 |
| Conference Place | Honolulu, HI, United states |
| Indexed Type | 其他 |
| Department | 人机交互技术与智能信息处理实验室 |
| English Abstract | In recognition-based user interface, users’ satisfaction is determined not only by recognition accuracy but also by effort to correct recognition errors. In this paper, we introduce a crossmodal error correction technique, which allows users to correct errors of Chinese handwriting recognition by speech. The focus of the paper is a multimodal fusion algorithm supporting the crossmodal error correction. By fusing handwriting and speech recognition, the algorithm can correct errors in both character extraction and recognition of handwriting. The experimental result indicates that the algorithm is effective and efficient. Moreover, the evaluation also shows the correction technique can help users to correct errors in handwriting recognition more efficiently than the other two error correction techniques. |
| Keyword | Error Correction |
| Language | 英语 |
| Content Type | 会议论文 |
| URI | http://ir.iscas.ac.cn/handle/311060/3033 |
| Collection | 人机交互技术与智能信息处理实验室 |
| Recommended Citation GB/T 7714 | Ao Xiang,Wang Xugang,Tian Feng,et al. crossmodal error correction of continuous handwriting recognition by speech[C],2010:243-250. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| 2007243250.pdf（520KB） | 开放获取 | -- | Application Full Text | |||
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