Real-time multi-objective hand posture/gesture recognition by using distance classifiers and finite state machine for virtual mouse operations

ELECO 2011 - 7th International Conference on Electrical and Electronics Engineering

Volumn , Issue , 2011, Pages

  Aksaç, Alper ^a   Öztürk, Orkun ^a   Özyer, Tansel ^a  

^a TOBB UNIVERSITY OF ECONOMICS AND TECHNOLOGY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL IMAGE; DISTANCE CLASSIFIERS; ENTIRE SYSTEM; HAND POSTURE; HUMAN HAND POSTURE; HUMAN HANDS; HUMAN POSTURES; MOUSE MOVEMENTS; MULTI OBJECTIVE; REAL TIME; RECOGNITION SYSTEMS; SIMILARITY MEASURE; SKIN DETECTION; VIRTUAL MOUSE;

ELECTRONICS ENGINEERING; FEATURE EXTRACTION; MAMMALS;

VIRTUAL REALITY;

EID: 84857305332     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Mariusz Flasinski, Szymon Myslinski, "On the use of graph parsing for recognition of isolated hand postures of Polish Sign Language", Pattern Recognition, vol. 43, pp. 2249-2264, Issue 6, June, 2010.
2. P. Kakumanu, S. Makrogiannis, N. Bourbakis, "A survey of skin-color modeling and detection methods", Pattern Recognition, vol. 40, pp. 1106-1122, ssue 3, March, 2007.
3. Vladimir Vezhnevets, Vassili Sazonov and Alla Andreeva, "A Survey on Pixel-Based Skin Color Detection Techniques", Cybernetics, Citeseer, vol.85, pp. 85-92, 2003.
4. Tarek M. Mahmoud, "A New Fast Skin Color Detection Technique ", World Academy of Science, Engineering and Technology 43, 2008.
5. Francesca Gasparini and Raimondo Schettini, "Skin segmentation using multiple thresholding", Proc. SPIE 6061, 60610F, 2006.
6. M. Soriano, B. Martinkauppi, S. Huovinen, M. Laaksonen, "Skin detection in video under changing illumination conditions," Pattern Recognition, 2000. Proceedings. 15th International Conference on, vol.1, no., pp.839-842 vol.1, 2000.
7. C. R. P. Dionisio, H. Y. Kim, "A Supervised Shape Classification Technique Invariant Under Rotation and Scaling," in Proc. Int. Telecommunications Symposium, (Natal, Brasil), pp. 533-537, 2002.
8. Satoshi Suzuki, KeiichiA be, "Topological structural analysis of digitized binary images by border following", Computer Vision, Graphics, and Image Processing, Volume 30, Issue 1, April 1985, Pages 32-46 (Pubitemid 15490080)
9. Jack Sklansky, "Finding the convex hull of a simple polygon", Pattern Recognition Letters, vol. 1, Issue 2, pp. 79-83, December, 1982.
10. M.M. Youssef, K.V. Asari, R.C. Tompkins, J. Foytik, "Hull convexity defects features for human activity recognition," Applied Imagery Pattern Recognition Workshop (AIPR), 2010 IEEE 39th, pp.1-7, 13-15 Oct. 2010.
11. Aleem Khalid Alvi, M. Yousuf Bin Azhar, Mehmood Usman, Suleman Mumtaz, Sameer Rafiq, Razi Ur Rehman, Israr Ahmed, "Pakistan Sign Language Recognition Using Statistical Template Matching", Proceedings of World Academy Of Science, Engineering and Technology, vol. 3, January, 2005.
12. Liu Te-Cheng, Wang Ko-Chih, A. Tsai, Wang Chieh-Chih, "Hand posture recognition using Hidden Conditional Random Fields," Advanced Intelligent Mechatronics, 2009. AIM 2009. IEEE/ASME International Conference on, pp.1828-1833, 14-17 July, 2009.
13. Suk Heung-Il, Sin Bong-Ke, Lee Seong-Whan, "Recognizing hand gestures using dynamic Bayesian network," Automatic Face & Gesture Recognition, 2008. FG '08. 8th IEEE International Conference on, vol., no., pp.1-6, 17-19 Sept. 2008.
14. H.-I. Suk, Sin Bong-Kee, Lee Seong-Whan, "Robust modeling and recognition of hand gestures with dynamic Bayesian network," Pattern Recognition, 2008. ICPR 2008. 19th International Conference on, pp.1-4, 8-11 Dec., 2008.
15. H.H. Aviles-Arriaga, L.E. Sucar, C.E. Mendoza, B. Vargas, "Visual recognition of gestures using dynamic naive Bayesian classifiers," Robot and Human Interactive Communication, 2003. Proceedings. ROMAN 2003. The 12th IEEE International Workshop on, pp. 133-138, 31 Oct.-2 Nov., 2003.
16. Heung-Il Suk, Bong-Kee Sin, Seong-Whan Lee, "Hand gesture recognition based on dynamic Bayesian network framework", Pattern Recognition, vol. 43, Issue 9, pp. 3059-3072, September, 2010.
17. P. Modler, T. Myatt, "Recognition of separate hand gestures by Time-Delay Neural Networks based on multistate spectral image patterns from cyclic hand movements," Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on, pp.1539-1544, 12-15 Oct., 2008.
18. B. Tusor, A.R. Varkonyi-Koczy, "Circular fuzzy neural network based hand gesture and posture modeling," Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE, pp.815-820, 3-6 May, 2010.
19. Daniel B. Dias, Renata C. B. Madeo, Thiago Rocha, Helton H. Biscaro, Sarajane M. Peres, "Hand movement recognition for Brazilian Sign Language: A study using distance-based neural networks," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, pp. 697-704,
20. 2009 International Joint Conference on Neural Networks, 2009.
21. Wen Gao, Gaolin Fang, Debin Zhao, Yiqiang Chen, "A Chinese sign language recognition system based on SOFM/SRN/HMM", Pattern Recognition, vol. 37, Issue 12, pp. 2389-2402, December, 2004.
22. Cristina Manresa, Javier Varona, Ramon Mas and Francisco J. Perales, "Hand Tracking and Gesture Recognition for Human-Computer Interaction", Electronic Letters on Computer Vision and Image Analysis 5(3), pp. 96-104, 2005.
23. Pengyu Hong, Matthew Turk, Thomas S. Huang, "Constructing Finite State Machines for Fast Gesture Recognition", In Proceedings of the International Conference on Pattern Recognition - Volume 3 (ICPR '00), vol. 3., pp. 691-694, IEEE Computer Society, Washington, DC, USA, 2000.
24. Pengyu Hong; Turk, M.; Huang, T.S.;, "Gesture modeling and recognition using finite state machines," Proceedings. Fourth IEEE International Conference on Automatic Face and Gesture Recognition, 2000, pp.410-415, 2000.