Features extraction from hand images based on new detection operators

Pattern Recognition

Volumn 44, Issue 5, 2011, Pages 1089-1105

  Feng, Zhiquan ^a,b   Yang, Bo ^a,b   Chen, Yuehui ^a,b   Zheng, Yanwei ^a,b   Xu, Tao ^a,b   Li, Yi ^a,b   Xu, Ting ^a,b   Zhu, Deliang ^a,b  

^a University of Jinan ^*  (China)

^b UNIVERSITY OF JINAN   (China)

Author keywords

Hand gesture recognition; Hand shape features extraction; Hand shape polygon; Human hand tracking; Multi scale space

Indexed keywords

COMPARATIVE STUDIES; EDGE FEATURES; FEATURES EXTRACTION; HAND CONTOUR; HAND IMAGES; HAND OVER; HAND SHAPE; HAND-GESTURE RECOGNITION; HIGH SPEED; HUMAN HAND SHAPE; HUMAN HAND TRACKING; HUMAN HANDS; IMAGE FRAMES; LOCATING POINTS; MULTI-SCALE APPROACHES; MULTI-SCALE SPACE; ONLINE VIDEO; REAL IMAGES; REAL TIME; TRACKING SYSTEM;

ALGORITHMS; GESTURE RECOGNITION; MATHEMATICAL OPERATORS; NAVIGATION; REFINING; THREE DIMENSIONAL; TRACKING (POSITION);

FEATURE EXTRACTION;

EID: 78651325213     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2010.08.007     Document Type: Article

References (47)

1. Motomasa Tomida, Kiyoshi Hoshino. 3D hand posture estimation with single camera by two-stage searches from database, in: Proceedings of the Third International Universal Communication Symposium. 2009, pp. 100106.
2. M Bray, E Koller-Meier, and L Van Gool. Smart particle filtering for high-dimensional tracking Computer Vision and Image Understanding 106 1 2007 116 129
3. Feng Zhiquan, Yang Bo, Li Yi, Wang Zhonghua, and Zheng Yanwei Research on human hand tracking aiming at improving its accurateness Journal of Computer Research and Development 45 7 2008 1239 1248
4. K. Oka, Y. Sato, H. Koike, Real-time tracking of multiple fingertips and posture recognition for augmented desk interface systems, in: Proceedings of the Fifth IEEE International Conference on In Automatic Face and Posture Recognition, 2002, pp. 411416.
5. S. Malassiotis, and M.G. Strintzis. Real-time hand posture recognition using range data Image and Vision Computing 26 7 2008 1027 1037
6. Chunku Wang, Wen Gao, Shiguang Shan, An approach based on phonemes to large vocabulary Chinese sign language recognition, in: Proceedings of the Fifth IEEE International Conference on Automatic Face and Posture Recognition, 2002, pp. 393398.
7. T. Shanableh, K. Assaleh, and M. Al-Rousan. Spatio-temporal feature-extraction techniques for isolated posture recognition in Arabic sign language IEEE Transactions on Systems, Man, and Cybernetics, Part B 37 3 2007 641 650 (Pubitemid 46784598)
8. S. Lenman, L. Bretzner, and B. Thuresson Computer Vision Based Hand Posture Interfaces for HumanComputer Interaction[R] 2002 Department of Numerical Analysis and Computer Science, Royal Institute of Technology Sweden Tritana-D0209
9. S.S. Ge, Y. Yang, and T.H. Lee. Hand posture recognition and tracking based on distributed locally linear embedding Image and Vision Computing 26 12 2008 1607 1620
10. Ali Erol, George Bebis, Mircea Nicolescu, Richard Boyle, and Xander Twombly A Review on Vision-Based Full DOF Hand Motion Estimation Proceedings of the IEEE Workshop on Vision for Human-Computer Interaction (V4HCI) 3 2005 75
11. Klaus Dorfmuller-Ulhaas, Dieter Schmalstieg, Finger tracking for interaction in augmented environments, in: Proceedings, IEEE and ACM International Symposium on Augmented Reality, 2001, pp. 55-64.
12. C. Maggioni R. Cipolla, A. Pentland, Posture ComputerHistory, Design and Applications 1998 Computer Vision for Human-Machine Interaction Cambridge 312 325
13. J.H. Usabiaga, Global hand pose estimation by multiple camera ellipse tracking, Master Thesis, Department of Computer Science, University of Nevada, Reno, 2005.
14. H. Kim, and D.W. Fellner Interaction with hand posture for a back projection wall Computer Graphics International 2004 395 402
15. Robert Y. Wang, and Jovan Popović Real-time hand-tracking with a color glove ACM Transactions on Graphics (SIGGRAPH 2009 28 3 2009 1 8
16. J. Letessier, and F. Berard Visual Tracking of Bare Fingers for Interactive Surfaces. UIST '04 17th Annual ACM Symposium on User Interface Software and Technology 2004 ACM Press Pages 119-122
17. H. Koike, Y. Sato, and Y. Kobayashi Integrating paper and digital information on enhanced desk: a method for real time finger tracking on an augmented desk system ACM Transactions on Computer-Human Interaction 8 4 2001 307 322
18. R. O'Hagan, A. Zelinsky, Finger tracka robust and real-time posture interface, in: Proceedings of the 10th Australian Joint Conference on Artificial Intelligence, 1997, pp. 475484.
19. J. Crowley, F. Berard, and J. Coutaz Finger tracking as an input device for augmented reality International Workshop on Posture and Face Recognition 1995 195 200
20. C. Von Hardenberg, and F. Brard Bare-hand humancomputer interaction Proceedings of Perceptual User Interfaces 2001 113 120
21. V, Athitsos, S., Sclaroff, An appearance-based framework for 3D hand shape classification and camera viewpoint estimation, in: Proceedings of the Fifth IEEE International Conference on Automatic Face and Posture Recognition, 2002, pp. 4552.
22. J. Rehg Visual Analysis of High DOF Articulated Objects with Application to Hand Tracking, doctoral dissertation 1995 Carnegie Mellon University
23. Shahzad Malik. Real-time hand tracking and finger tracking for interaction. CSC2503F, Project Report, December 18, 2003.
24. N. Shaker, M. Abou Zliekha, Real-time finger tracking for interaction, in: Proceedings of the Fifth International Symposium on Image and Signal Processing and Analysis, ISPA 2007, 2007, pp. 141145.
25. E. Yrk, E. Konukoglu, B. Sankur, and J. Darbon. Shape-based hand recognition Image Processing, IEEE Transactions on In Image Processing 15 7 2006 1803 1815
26. Jingbin Wang, Vassilis Athitsos, Stan Sclaroff, and Margrit Betke Detecting objects of variable shape structure with hidden state shape models PAMI 30 3 2008 477 492
27. Zheng Wu, Margrit Betke, Jingbin Wang, Vassilis Athitsos, Stan Sclaroff,Tracking with dynamic hidden state shape models, in: Proceedings of the European Conference on Computer Vision (ECCV), 2008, pp. 643656.
28. S. Malik; J., Laszlo, Visual youchpad: a two-handed gestural input device, in: Proceedings of the Sixth International Conference on Multimodal Interfaces, 2004, pp. 289296.
29. J. Segen, S. Kumar, Posture VR: vision-based 3D hand interface for spatial interaction, in: Proceedings of the Sixth ACM International Conference on Multimedia, 1998, pp. 455464.
30. R.G. O'Hagan, A. Zelinsky, and S. Rougeaux Visual Posture Interfaces for Virtual Environments Interacting with Computers 14 2002 231 250
31. B. Stenger, Model-based hand tracking using a hierarchical bayesian filter, Ph.D. thesis, Department of Engineering, University of Cambridge, 2004.
32. Gabriel Tsechpenakisa, Dimitris Metaxasa, and Carol Neidle Learning-based dynamic coupling of discrete and continuous trackers Computer Vision and Image Understanding 104 2-3 2006 140 156
33. T. Burger, A. Urankar, O. Aran, L. Akarun, A. Caplier, Cued speech hand shape recognition, in: Proceedings of the Second International Conference on Computer Vision Theory and Applications (VISAPP '07), Spain, 2, 2007, pp. 512.
34. Xiaoming Yin, and Ming Xie Finger identification and hand posture recognition for humanrobot interaction Image and Vision Computing 25 8 2007 1291 1300
35. Chen Feng-Sheng, Chih-Ming Fu, and Chung-Lin Huang Hand posture recognition using a real-time tracking method and hidden Markov models Image and Vision Computing 21 8 2003 745 758
36. E. Yoruk, E. Konukoglu, B. Sankur, and J. Darbon Shape-based hand recognition IEEE Transactions on Image Processing 15 7 2006 1803 1815
37. T. Lindeberg Feature detection with automatic scale selection International Journal of Computer Vision 30 2 1998 79 116 (Pubitemid 128517917)
38. T. Lindeberg Edge detection and ridge detection with automatic scale selection International Journal of Computer Vision 30 2 1998 117 154 (Pubitemid 128517918)
39. D.G. Lowe Distinctive image features from scale invariant key points International Journal of Computer Vision 60 2 2004 91 110
40. K.H. Jo, Y. Kuno, Y. Shirai, Manipulative hand posture recognition using task knowledge for human computer interaction, in: Proceedings of the Third International Conference on Face & Posture Recognition, 1998, pp. 468473.
41. Z. Mo, J.P. Lewis, U. Neumann., Smart canvas: a posture-driven intelligent drawing desk system, in: Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005, pp. 239243.
42. A. Utsumi, and J. Ohya Multiple-hand-posture tracking using multiple cameras IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1999 473 478
43. V.I. Pavlovic, R. Sharma, T.S. Huang, Gestural interface to a visual computing environment for molecular biologists, in: Proceedings of the Second International Conference on Automatic Face and Posture Recognition, 1996, pp. 5273.
44. J. Martin; V. Devin, J.L. Crowley, Active hand tracking, in: Proceedings of the Third International Conference on Face & Posture Recognition, vol. 1, issue 3, 1998, pp. 573578.
45. Paul Smith, Niels da Vitoria Lobo, and Mubarak Shah Resolving hand over face occlusion Image and Vision Computing 25 9 2007 1432 1448
46. S.Malassiotis, N. Aifanti, M. Strintzis, A posture recognition system using 3D data, in: Proceedings of the First International Symposium on 3D Data Processing Visualization and Transmission, 2002, pp. 190193.
47. R. Bradskig, Computer vision face tracking for use in a perceptual user interface, in: Proceedings of Fourth IEEE Work shop Applications of Computer Vision, 1998, pp. 214219.