Gesture recognition for humanoid assisted interactive sign language tutoring;Insansi robot destekli interaktif isaret dili egitimi için isaret tanima

2013 21st Signal Processing and Communications Applications Conference, SIU 2013

Volumn , Issue , 2013, Pages

  Ertugrul, Bekir Sitki ^a   Gurpinar, Cemal ^a   Kivrak, Hasan ^a   Kose, Hatice ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Autism; Human robot interaction; Imitation games; Sign language

Indexed keywords

AUTISM; CHILDREN WITH AUTISMS; HUMAN TEACHERS; HUMANOID ROBOT; IMITATION GAMES; SIGN LANGUAGE; SIGN LANGUAGE TUTORING; SOCIAL INTERACTIONS;

ANTHROPOMORPHIC ROBOTS; COMMUNICATION; DISEASES; GESTURE RECOGNITION; SIGNAL PROCESSING; SOCIAL SCIENCES;

TEACHING;

EID: 84880885046     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIU.2013.6531542     Document Type: Conference Paper

References (18)

1. Staner, A. T., and A. Pentland, "Real-Time American Sign Language Recognition from Video using Hidden Markov Models", Technical Report TR-306, Media Lab, MIT.
2. Kadous, W., "GRASP: Recognition of Australian Sign Language Using Instrumented Gloves, " MSc. Thesis, University of New South Wales, 1995.
3. Murakami, K. and H., Taguchi, "Gesture Recognition Using Recurrent Neural Networks, " Proceedings of CHI'91 Human Factors in Computing Systems, 1991, pp. 237-242.
4. Aran, O., and L. Akarun, A Multi-class Classification Strategy for Fisher Scores: Application to Signer Independent Sign Language Recognition, Pattern Recognition, Vol. 43, no. 5, pp. 1717-1992, May 2010.
5. Jaffe, D., Evolution of mechanical fingerspelling hands, for people who are deaf-blind, Journal of Rehabilitation Research and Development, 31, 236-244. 1994.
6. Adamo-Villani, N., A virtual learning environment for deaf children: Design and evaluation. IJASET - International Journal of Applied Science, Engineering, and Technology, 16, 18-23, 2006.
7. Lee, S., V. Henderson, H. Hamilton, T. Starner, H. Brashear, and S. Hamilton, "A Gesture-based American Sign Language (ASL) Tutor for Deaf Children", Proceedings of CHI (Computer-Human Interaction). Portland, OR. April 2005.
8. Greenbacker, C., and K. McCoy, The ICICLE Project: An Overiew. First Annual Computer Science Research Day, Department of Computer & Information Sciences, University of Delaware, Feb 2008.
9. Billard A., Robins B., Nadel J., Dautenhahn K., Building Robota, a Mini-Humaoid Robot for the Rehabilitation of Children with Autism. RESNA Assistive Technology Journal, vol.19, 2006.
10. Dautenhahn K., Roles and Functions of Robots in Human Society -Implications from Research in Autism Therapy. Robotica 21(4), pp. 443-452, 2003.
11. Kozima H., C. Nakagawa, and Y. Yasuda. Children-robot interaction: A pilot study in autism therapy. Prog Brain Res, 164:385-400, 2007.
12. Kose-Bagci, H, K. Dautenhahn, D. S. Syrdal, and C. L. Nehaniv, "Drum-mate: interaction dynamics and gestures in human-humanoid drumming experiments, " Connection Science, vol. 22, no. 2, pp. 103- 134, 2010.
13. Kose, H., R. Yorganci, H. E. Algan, and D.S. Syrdal, "Evaluation of the Robot Assisted Sign Language Tutoring using video-based studies", SORO special issue on "Measuring Human-Robot Interaction, 2012, DOI: 10.1007/s12369-012-0142-2.
14. Kose, H., and R. Yorganci, "Tale of a robot: Humanoid Robot Assisted Sign Language Tutoring", 11th IEEE-RAS International Conference on Humanoid Robots, Bled, Slovenia (HUMANOIDS 2011), pp 105 - 111, 2011, .
15. Lafferty J. D., A. McCallum, ve F. C. N. Pereira, "Conditional random fields: Probabilistic models for segmenting and labeling sequence data, " in Proceedings of the Eighteenth International Conference on Machine Learning, pp. 282-289, 2001.
16. Wang S. B., A. Quattoni, L. Morency, ve D. Demirdjian, "Hidden conditional random fields for gesture recognition, " Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, USA, pp. 1521-1527, 2006.
17. Morency L., A. Quattoni, ve T. Darrell, "Latent-dynamic discriminative models for continuous gesture recognition, " IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 0, pp. 1-8, 2007.
18. Aldebaran Robotics Choregraphe. [Online]. http://www.aldebaran-robotics. com/en/, Available: 05.04.2013.