Sign Language Recognition using Sequential Pattern Trees

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn , Issue , 2012, Pages 2200-2207

  Ong, Eng Jon ^a   Cooper, Helen ^a   Pugeault, Nicolas ^a   Bowden, Richard ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; MARKOV MODEL; MULTI-CLASS CLASSIFIER; SEQUENTIAL PATTERNS; SIGN LANGUAGE RECOGNITION; SUB-UNITS;

MARKOV PROCESSES;

COMPUTER VISION;

EID: 84866699482     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247928     Document Type: Conference Paper

References (14)

1. J. Ayres, J. Gehrke, T. Yiu, and J. Flannick. Sequential pattern mining using bitmaps. In Proceedings of International Conference on Knowledge Discovery and Data Mining, July 2002.
2. L. Brieman, J. Friedman, R. Olshen, and C. Stone. Classification and regression trees. Wadsworth & Brooks/Cole Advanced Books & Software, 1984.
3. H. Cooper, N. Pugeault, and R. Bowden. Reading the signs: A video based sign dictionary. In Procs. of Wkshp : ARTEMIS workshopICCV, Barcelona, Spain, Nov. 7 - 11 2011.
4. R. Elliott, H. Cooper, J. Glauert, R. Bowden, and F. Lefebvre-Albaret. Search-by-example in multilingual sign language databases. In Procs. of Second International Workshop on Sign Language Translation and Avatar Technology (SLTAT), Dundee, Scotland, Oct. 23 2011.
5. T. Hong. Incrementally fast updated sequential pattern trees. In Proceedings of International Conference on Machine Learning and Cybernetics, pages 3991-3996, 2008.
6. T. Kadir, R. Bowden, E. Ong, and A. Zisserman. Minimal training, large lexicon, unconstrained sign language recognition. In Procs. of BMVC, volume 2, pages 939 - 948, Kingston, UK, Sept. 7 - 9 2004.
7. E.-J. Ong and R. Bowden. Learning sequential patterns for lip reading. In Procs. of BMVC To Appear, Dundee, UK, Aug. 29 - Sept. 10 2011.
8. OpenNI organization. Open NI User Guide, November 2010. Last viewed 20-04-2011 18:15.
9. V. Pitsikalis, S. Theodorakis, C. Vogler, and P. Maragos. Advances in phonetics-based sub-unit modeling for transcription alignment and sign language recognition. In Procs. of Int. Conf. CVPR Wkshp : Gesture Recognition, Colorado Springs, CO, USA, June 21-23 2011.
10. A. Roussos, S. Theodorakis, V. Pitsikalis, and P. Maragos. Hand tracking and affine shape-appearance handshape subunits in continuous sign language recognition. In Procs. of Int. Conf. ECCV Wkshp : SGA, Heraklion, Crete, Sept. 5 - 11 2010.
11. R. Sutton-Spence and B. Woll. The Linguistics of British Sign Language: An Introduction. Cambridge University Press, 1999.
12. H. Wang, A. Stefan, S. Moradi, V. Athitsos, C. Neidle, and F. Kamangar. A system for large vocabulary sign search. In ECCV International Workshop on Sign, Gesture, and Activity, Crete, Greece, Sept. 2010.
13. Z. Zafrulla, H. Brashear, P. Presti, H. Hamilton, and T. Starner. Copycat - center for accessible technology in sign. http://tinyurl.com/3tksn6s, Dec. 2010.
14. J. Zhu, H. Zou, S. Rosset, and T. Hastie. Multi-class adaboost. Statistics and Its Interface, 2:349-360, 2009.