Handwritten and Audio Information Fusion for Mathematical Symbol Recognition

被引:11
|
作者
Medjkoune, Sofiane [1 ]
Mouchere, Harold [1 ]
Petitrenaud, Simon [2 ,3 ]
Viard-Gaudin, Christian [1 ]
机构
[1] Univ Nantes, LUNAM Univ, IRCCyN IVC Lab, F-44035 Nantes, France
[2] LUNAM Univ, LIUM Lab, Nantes, France
[3] Univ Le Mans, Le Mans, France
关键词
handwriting recognition; speech recognition; mathematical expressions; data fusion;
D O I
10.1109/ICDAR.2011.84
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Considerable efforts are being done within the scientific community to make as easier as possible the way that the human being converses with its machine. Handwriting and speech are two common ways used to achieve this goal and are probably among those which attracted much interest. In mathematical content recognition tasks, these two modalities are used with a certain success. This paper presents an architecture based on a speech handwriting data fusion for isolated mathematical symbol recognition. Different fusion methods are explored. The results are very encouraging since recognition rates are increased comparatively to mono modality approaches.
引用
收藏
页码:379 / 383
页数:5
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