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XVI Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'03)
Visual Speech Recognition: A Solution from Feature Extraction to Words Classification
S?o Carlos, Brazil
October 12-October 15
ISBN: 0-7695-2032-4
| ASCII Text | x | ||
| Luciana Gonçalves da Silveira, Jacques Facon, Díbio Leandro Borges, "Visual Speech Recognition: A Solution from Feature Extraction to Words Classification," 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, pp. 399, XVI Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'03), 2003. | |||
| BibTex | x | ||
| @article{ 10.1109/SIBGRA.2003.1241036, author = {Luciana Gonçalves da Silveira and Jacques Facon and Díbio Leandro Borges}, title = {Visual Speech Recognition: A Solution from Feature Extraction to Words Classification}, journal ={2012 25th SIBGRAPI Conference on Graphics, Patterns and Images}, volume = {0}, year = {2003}, issn = {1530-1834}, pages = {399}, doi = {http://doi.ieeecomputersociety.org/10.1109/SIBGRA.2003.1241036}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images TI - Visual Speech Recognition: A Solution from Feature Extraction to Words Classification SN - 1530-1834 SP EP A1 - Luciana Gonçalves da Silveira, A1 - Jacques Facon, A1 - Díbio Leandro Borges, PY - 2003 KW - null VL - 0 JA - 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images ER - | |||
Audio-visual Speech Recognition has been an active area of research lately. A bit, and yet unsolved, part of this problem is the visual only recognition, or lip reading. Considering an image sequence of a person pronouncing a word, a full image analysis solution would have to segment the mouth area, extract relevant features, and use them to be able to classify the word from those visual features. In this paper we approach this problem by proposing a segmentation technique for the lips contours together with a set of features based on the extracted contours which is able to perform lip reading with promising results. We have collected visual speech sequences in our lab and show the results here for a set of ten words in Brazilian Portuguese, spoken by different speakers in more than 150 samples. The approach can be extended and applied to other spoken languages as well.
Citation:
Luciana Gonçalves da Silveira, Jacques Facon, Díbio Leandro Borges, "Visual Speech Recognition: A Solution from Feature Extraction to Words Classification," sibgrapi, pp.399, XVI Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'03), 2003
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