Name
Abstract | ||
|---|---|---|
The main goal of this work is to set up a multimodal system dedicated to mathematical expression recognition. In the proposed architecture, the transcription coming out from a speech recognition system is used to disambiguate the result of a handwriting recognition module. A set of keywords is built from the transcription module and used to rescore the outputs of both the handwriting classifier and the structural analysis module. Performances evaluated on the HAMEX dataset show a significant improvement over a single modality system. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/ICFHR.2012.288 | Frontiers in Handwriting Recognition |
Keywords | DocType | ISSN |
multimodal system,handwriting recognition module,single modality system,main goal,structural analysis module,speech recognition system,transcription module,mathematical expression recognition,handwriting classifier,handwritten mathematical expression recognition,proposed architecture,text analysis,speech recognition,mathematical expression,data fusion,image classification,handwriting recognition | Conference | 2167-6445 |
ISBN | Citations | PageRank |
978-1-4673-2262-1 | 0 | 0.34 |
References | Authors | |
7 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Sofiane Medjkoune | 1 | 18 | 3.93 |
| Harold Mouchere | 2 | 102 | 9.22 |
| Simon Petitrenaud | 3 | 128 | 12.72 |
| Christian Viard-Gaudin | 4 | 444 | 46.20 |