Moment-based human motion recognition from the representation of DMHI templates

Proceedings of the SICE Annual Conference

Volumn , Issue , 2008, Pages 578-583

  Ahad, Md Atiqur Rahman ^a   Ogata, T ^a   Tan, J K ^a   Kim, H S ^a   Ishikawa, S ^a  

^a KYUSHU INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Hu moment; Motion history template; Motion recognition; Zernike moment

Indexed keywords

IMAGE RETRIEVAL; INFORMATION TECHNOLOGY; INSTRUMENTS; MOTION ESTIMATION; SCANNING; VECTORS; VIDEO STREAMING;

COMPLEX MOTIONS; COMPUTATIONAL COSTS; DIFFERENT FEATURE VECTORS; DIRECTIONAL MOTIONS; FEATURE VECTORS; HU MOMENT; HU MOMENTS; HUMAN MOTION RECOGNITIONS; HUMAN MOTIONS; MOTION DIRECTIONS; MOTION HISTORIES; MOTION HISTORY IMAGES; MOTION HISTORY TEMPLATE; MOTION RECOGNITION; RECOGNITION RATES; UNCALIBRATED CAMERAS; ZERNIKE MOMENT; ZERNIKE MOMENTS;

FACE RECOGNITION;

EID: 56749164091     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SICE.2008.4654722     Document Type: Conference Paper

References (43)

1. J. K. Aggarwal and Q. Cai, "Human Motion Analysis: A Review", Computer Vision and Image Understanding, Vol. 73, pp. 428-440, 1999.
2. A. F. Bobick and J. W. Davis, "The Recognition of Human Movement Using Temporal Templates", IEEE Transaction Pattern Analysis and Machine Intelligence, Vol. 23, No. 3, pp. 257-267, March 2001.
3. D. Zhang and G. Lu, "Review of Shape Representation and Description Techniques", Pattern Recognition, Vol. 37, pp. 1-19, 2004.
4. M. K. Hu, "Visual Pattern Recognition by Moment Invariants", IRE Transaction on Information Theory, pp. 179-187, 1962.
5. A. Khotanzad and Y. H. Hong, "Invariant Image Recognition by Zernike Moments", IEEE Transaction Pattern Analysis and Machine Intelligence, Vol. 12, No. 5, pp. 489-497, May 1990.
6. D. Tan, K. Huang, S. Yu, and T. Tan, "Efficient Night Gait Recognition Based on Template Matching", International Conference on Pattern Recognition, Vol. 3, pp. 1000-1003, 2006.
7. G. R. Amayeh, A. Erol, G. Bebis, and M. Nicolescu, "Accurate and Efficient Computation of High Order Zernike Moments", First International Symposium, ISVC, NV, USA, pp. 462-469, 2005.
8. R. Mukundan and K. R. Ramakrishnan, "Fast Computation of Legendre and Zernike Moments", Pattern Recognition, Vol. 28, No. 9, pp. 1433-1442, 1995.
9. th Midwest Symposium on Circuits and Systems, Vol. 3, pp. 1401-1404, Aug. 1996.
10. J. Gu, H. Z. Shua, C. Toumoulinb, and L. M. Luoa, "A novel Algorithm for Fast Computation of Zernike Moments", Pattern Recognition, Vol. 35, pp. 2905-2911, 2002.
11. A. Khotanzad and Y. H. Hong, "Invariant Image Recognition by Zernike Moments", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 12, pp. 489-498, 1990.
12. F. Zernike, Physica, Vol. 1, p. 689, 1934.
13. G. Bradski and J. Davis, "Motion Segmentation and Pose Recognition with Motion History Gradients", Machine Vision Application, Vol. 13, No. 3, pp. 174-184, 2002.
14. G. Bradski and J. Davis, "Motion Segmentation and Pose Recognition with Motion History Gradients", IEEE WACV'00, 7 pages, 2000.
15. T. Jin, M. K. H. Leung, and L. Li, "Temporal Human Body Segmentation", Visualization, Imaging, and Image Processing, ed. Juan J. Villanieva, Acta Press, Marbella, Spain, ISSN: 1482-7921, Sep. 2004.
16. J. Han, B. Bhanu, "Individual Recognition Using Gait Energy Image", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 2, pp. 316-322, 2006.
17. J. Liu, and N. Zhang, "Gait History Image: A Novel Temporal Template for Gait Recognition", IEEE ICME, pp. 663-666, 2007.
18. T. Xiang and S. Gong, "Beyond Tracking: Modelling Activity and Understanding Behaviour", International Journal of Computer Vision, Vol. 67, No. 1, pp. 21-51, 2006.
19. R. Babu and K. Ramakrishnan, "Compressed Domain Human Motion Recognition Using Motion History Information", International Conference on Image Processing, Vol. 2, pp. 321-324, 2003.
20. A. Albu, B. Trevor, V. Naznin, and C. Beach, "Analysis of Irregularities in Human Actions with Volumetric Motion History Images", IEEE Workshop on Motion and Video Computing, p. 16-16, Feb. 2007.
21. H.-K. Shin, S.-W. Lee, S.-W. Lee, "Real-time Gesture Recognition Using 3D Motion History Model", ICIC 2005, Part I, pp. 888-898, 2005.
22. Weinland, R. Ronfard, and E. Boyer, "Free Viewpoint Action Recognition Using Motion History Volumes", Computer Vision and Image Understanding, vol. 104, no. 2, pp. 249-257, Nov. 2006.
23. Weinland, R. Ronfard, and E. Boyer, "Automatic Discovery of Action Taxonomies from Multiple Views", International Conference on Computer Vision and Pattern Recognition, pp. 1639-1645, 2006.
24. C. Canton-Ferrer, J. R. Casas, and M. Pardas, "Human Model and Motion Based 3D Action Recognition in Multiple View Scenarios", European Signal Processing Conference, Italy, pp. 1-5, 2006.
25. M.-C. Roh, H.-K. Shin, S.-W. Lee, and S.-W. Lee, "Volume Motion Template for View-Invariant Gesture Recognition", International Conference on Pattern Recognition, Vol. 2, pp. 1229-1232, 2006.
26. J. Davis and G Bradski, "Real-time Motion Template Gradients Using Intel CVLib", ICCV Workshop on Frame-rate Vision, pp. 1-20, 1999.
27. A. Bobick, S. Intille, J. Davis, F. Baird, C. Pinhanez, L. Campbell, Y. Ivanov, A. Schutte, and A. Wilson, "The Kidsroom: A Perceptually-based Interactive and Immersive Story Environment", Presence: Teleoperators and Virtual Environment., Vol. 8, No. 4, pp. 367-391, 1999.
28. W. C. Yau, D. K. Kumar, S. P. Arjunan, and S. Kumar, "Visual Speech Recognition Using Image Moments and Multiresolution Wavelet", International Conference on Computer Graphics, Imaging and Visualization, pp. 194-199, 2006.
29. M. Valstar, M. Pantic, and I. Patras, "Motion History for Facial Action Detection in Video", IEEE International Conference on Systems, Man and Cybernetics, Vol. 1, pp. 635-640, 2004.
30. Z. Yin and R. Collins, "Moving Object Localization in Thermal Imagery by Forward-Backward MHI", Computer Vision and Pattern Recognition Workshop, pp. 133-140, 2006.
31. L. Li, Q. Zeng, Y. Jiang, and H. Xia, "Spatio-temporal Motion Segmentation and Tracking Under Realistic Condition", International Symposium on Systems and Control in Aerospace and Astronautics, pp. 229-232, 2006.
32. J. Piater and J. Crowley, "Multi-modal Tracking of Interacting Targets Using Gaussian Approximation", IEEE Workshop on Performance Evaluation of Tracking and Surveillance, pp. 141-147, 2001.
33. T. Jan, "Neural Network Based Threat Assessment for Automated Visual Surveillance", IEEE International Conference on Neural Networks, Vol. 2, pp. 1309-1312, July 2004.
34. T. Ogata, J. K. Tan, and S. Ishikawa, "High-speed Human Motion Recognition Based on a Motion History Image and an Eigenspace", IEICE Transaction on Information & Systems, Vol. E89-D, No. 1, pp. 281-289, 2006.
35. R. Rosales and S. Sclaroff, "A Framework for Heading-Guided Recognition of Human Activity", Computer Vision and Image Understanding, Vol. 91, No. 3, pp. 335-367, Sep. 2003.
36. S. Kumar, D. Kumar, A. Sharma, and N. McLachlan, "Classification of Hand Movements Using Motion Templates and Geometrical Based Moments", International Conference on Intelligent Sensing and Information Processing, pp. 299-304, 2003.
37. I. Petrás, C. Beleznai, Y. Dedeoǧlu, M. Pardàs, et al., "Flexible Test-Bed for Unusual Behavior Detection", ACM International Conference on Image and Video Retrieval, pp. 105-108, 2007.
38. M.A.R. Ahad, T. Ogata, J.K. Tan, H.S. Kim, and S. Ishikawa, "Performance of multi-directional MHI for human motion recognition in the presence of outliers", Annual Conf. on IEEE Industrial Electronics Society, pp. 2366-2370, Nov. 2007.
39. K. Leman, G. Ankit, and T. Tan, "PDA-based Human Motion Recognition System", International Journal of Software Engineering and Knowledge, Vol. 2, Issue 15, pp. 199-205, Apr. 2005.
40. A. Jaimes and N. Sebe, "Multimodal Human-Computer Interaction: A Survey", Computer Vision and Image Understanding, Vol. 108, No. 1-2, pp. 116-134, 2007.
41. R. Poppe, "Vision-based Human Motion Analysis: An Overview", Computer Vision and Image Understanding, Vol. 108, No. 1-2, pp. 4-18, Oct. 2007.
42. T.B. Moeslund, A. Hilton, and V. Kruger, "A Survey of Advances in Vision-based Human Motion Capture and Analysis", Computer Vision and Image Understanding, Vol. 104, pp. 90-126, Oct. 2006.
43. W. Hu, T. Tan, L. Wang, and S. Maybank, "A Survey on Visual Surveillance of Object Motion and Behaviors", IEEE Transactions on Systems, Man, and Cybernetics-Part C: Applications and Reviews, Vol. 34, No. 3, pp. 334-352, Aug. 2004.