Activity representation using 3D shape models

Eurasip Journal on Image and Video Processing

Volumn 2008, Issue , 2008, Pages

  Abdelkader, Mohamed F ^a   Roy Chowdhury, Amit K ^b   Chellappa, Rama ^a   Akdemir, Umut ^c  

^a UNIVERSITY OF MARYLAND   (United States)

^b University of California Riverside   (United States)

^c SIEMENS CORPORATE RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 43949090479     PISSN: 16875176     EISSN: 16875281     Source Type: Journal    
DOI: 10.1155/2008/347050     Document Type: Article

References (63)

1. Kendall D., Barden D., Carne T., Le H., Shape and Shape Theory 1999 New York, NY, USA John Wiley Sons
2. Dryden I., Mardia K., Statistical Shape Analysis 1998 New York, NY, USA John Wiley Sons
3. Cootes T., Taylor C., Cooper D., Graham J., Active shape models-their training and application Computer Vision and Image Understanding 1995 61 1 38 59
4. Mio W., Srivastava A., Elastic-string models for representation and analysis of planar shapes 2 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 04) June-July, 2004 Washington, DC, USA 10 15
5. Sebastian T. B., Klein P. N., Kimia B. B., Recognition of shapes by editing their shock graphs IEEE Transactions on Pattern Analysis and Machine Intelligence 2004 26 5 550 571
6. Srivastava A., Joshi S. H., Mio W., Liu X., Statistical shape analysis: clustering, learning, and testing IEEE Transactions on Pattern Analysis and Machine Intelligence 2005 27 4 590 602
7. Torresani L., Yang D., Alexander E., Bregler C., Tracking and modeling non-rigid objects with rank constraints 1 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 01) December, 2001 Kauai, Hawaii, USA 493 500
8. Brand M., Morphable 3D models from video 2 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 01) December, 2001 Kauai, Hawaii, USA 456 463
9. Xiao J., Chai J., Kanade T., A closed-form solution to non-rigid shape and motion recovery 3024 Proceedings of the 8th European Conference on Computer Vision (ECCV 04) May, 2004 Prague, Czech Republic 573 587
10. Brand M., A direct method for 3D factorization of nonrigid motion observed in 2D 2 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 05) June, 2005 San Diego, Calif, USA 122 128
11. Sheikh Y., Sheikh M., Shah M., Exploring the space of a human actionin 1 Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 05) October, 2005 Beijing, China 144 149
12. Veeraraghavan A., Roy-Chowdhury A. K., Chellappa R., Matching shape sequences in video with applications in human movement analysis IEEE Transactions on Pattern Analysis and Machine Intelligence 2005 27 12 1896 1909
13. Vaswani N., Roy-Chowdhury A. K., Chellappa R., Shape activity: a continous-state HMM for moving/deforming shapes with application to abnormal activity detection IEEE Transactions on Image Processing 2005 14 10 1603 1616
14. Roy-Chowdhury A. K., Chellappa R., Factorization approach for event recognition Proceedings of CVPR Event Mining Workshop June, 2003 Madison, Wis, USA
15. Roy-Chowdhury A. K., A measure of deformability of shapes, with applications to human motion analysis 1 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 05) June, 2005 San Diego, Calif, USA 398 404
16. Roy-Chowdhury A. K., Towards a measure of deformability of shape sequences Pattern Recognition Letters 2007 28 15 2164 2172
17. Tsuji S., Morizono A., Kuroda S., Understanding a simple cartoon film by a computer vision system Proceedings of the 5th International Joint Conference on Artificial Intelligence (IJCAI 77) August, 1977 Cambridge, Mass, USA 609 610
18. Neumann B., Novak H., Event models for recognition and natural language descriptions of events in real-world image sequences Proceedings of the 8th International Joint Conference on Artificial Intelligence (IJCAI 83) August, 1983 Karlsruhe, Germany 724 726
19. Nagel H., From image sequences towards conceptual descriptions Image and Vision Computing 1988 6 2 59 74
20. Kuniyoshi Y., Inoue H., Qualitative recognition of ongoing human action sequences Proceedings of the 13th International Joint Conference on Artificial Intelligence (IJCAI 93) August-September, 1993 Chambry, France 1600 1609
21. Dousson C., Gabarit P., Ghallab M., Situation recognition: representation and algorithms Proceedings of the 13th International Joint Conference on Artificial Intelligence (IJCAI 93) August-September, 1993 Chambry, France 166 172
22. Buxton H., Gong S., Visual surveillance in a dynamic and uncertain world Artificial Intelligence 1995 78 1-2 431 459
23. Davis J., Bobick A., Representation and recognition of human movement using temporal templates Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 97) June, 1997 San Juan, Puerto Rico, USA 928 934
24. Bremond B. F., Thonnat M., Analysis of human activities described by image sequences May Proceedings of the 20th International Florida Artificial Intelligence Research International Symposium (FLAIRS 97) 1997 Daytona, Fla, USA
25. Rota N., Thonnat M., Activity recognition from video sequence using declarative models Proceedings of the 14th European Conference on Artificial Intelligence (ECAI 00) August, 2000 Berlin, Germany 673 680
26. Vu V., Bremond F., Thonnat M., Automatic video interpretation: a recognition algorithm for temporal scenarios based on pre-compiled scenario models Proceedings of IEEE International Conference on Computer Vision Systems (ICCV 03) April, 2003 Graz, Austria 523 533
27. Castel C., Chaudron L., Tessier C., What is going on? A high-level interpretation of a sequence of images Proceedings of the Workshop on Conceptual Descriptions from Images (ECCV 96) April, 1996 Cambridge, UK
28. Starner T., Pentland A., Visual recognition of American sign language using hidden Markov models Proceedings of the International Workshop on Face and Gesture Recognition 1995
29. Wilson A., Bobick A., Recognition and interpretation of parametric gesture Proceedings of the IEEE 6th International Conference on Computer Vision (ICCV 98) January, 1998 Bombay, India 329 336
30. Grimson W., Stauffer C., Romano R., Lee L., Using adaptive tracking to classify and monitor activities in a site Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 98) June, 1998 Santa Barbara, Calif, USA 22 29
31. Pearl J., Probabilistic Reasoning in Intelligent Systems 1988 San Francisco, Calif, USA Morgan Kaufmann
32. Intille S., Bobick A., A framework for recognizing multi-agent action from visual evidence Proceedings of the National Conference on Artificial Intelligence (AAAI 99) July, 1999 Orlando, Fla, USA 518 525
33. Remagnini P., Tan T., Baker K., Agent-oriented annotation in model based visual surveillance Proceedings of the International Conference on Computer Vision (ICCV 98) January, 1998 Bombay, India 857 862
34. Shaffer G., A Mathematical Theory of Evidence 1976 Princeton, NJ, USA Princeton University Press
35. Ayers D., Chellappa R., Scenario recognition from video using a hierarchy of dynamic belief networks 1 Proceedings of the 15th International Conference on Pattern Recognition (ICPR 00) September, 2000 Barcelona, Spain 835 838
36. Huang T., Koller D., Malik J., Automatic symbolic traffic scene analysis using belief networks Proceedings of the 12th National Conference on Artificial Intelligence (AAAI 94) July, 1994 Seattle, Wash, USA 966 972
37. Hongeng S., Nevatia R., Multi-agent event recognition Proceedings of the 8th IEEE International Conference on Computer Vision (ICCV 01) July, 2001 Vancouver, BC, Canada 84 91
38. Johansson G., Visual perception of biological motion and a model for its analysis Perception and Psychophysics 1973 14 2 201 211
39. Muybridge E., The Human Figure in Motion 1901 New York, NY, USA Dover
40. Harris G., Smith P., Human Motion Analysis: Current Applications and Future Directions 1996 Piscataway, NJ, USA IEEE Press
41. Gavrila D., The visual analysis of human movement: a survey Computer Vision and Image Understanding 1999 73 1 82 98
42. Hu W., Tan T., Wang L., Maybank S., A survey on visual surveillance of object motion and behaviors IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews 2004 34 3 334 352
43. Vaswani N., Roy-Chowdhury A. K., Chellappa R., Activity recognition using the dynamics of the configuration of interacting objects 2 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 03) June, 2003 Madison, Wis, USA 633 640
44. Veeraraghavan A., Roy-Chowdhury A. K., Chellappa R., Role of shape and kinematics in human movement analysis June-July 1 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 04) 2004 Washington, DC, USA 730 737
45. Campbell L., Bobick A., Recognition of human body motion using phase space constraints Proceedings of the IEEE 5th International Conference on Computer Vision (ICCV 95) June, 1995 Cambridge, Mass, USA 624 630
46. Rao C., Yilmaz A., Shah M., View-invariant representation and recognition of actions International Journal of Computer Vision 2002 50 2 203 226
47. Parameswaran V., Chellappa R., View invariants for human action recognition 2 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 03) June, 2003 Madison, Wis, USA 613 619
48. Johnson N., Hogg D., Learning the distribution of object trajectories for event recognition Image and Vision Computing 1996 14 8 609 615
49. Owens J., Hunter A., Application of the self-organizing map to trajectory classification Proceedings of the IEEE International Workshop Visual Surveillance July, 2000 Dublin, Ireland 77 83
50. Chen W., Chang S. F., Motion trajectory matching of video objects 3972 Storage and Retrieval for Media Databases January, 2000 San Jose, Calif, USA 544 553 Proceedings of SPIE
51. Torresani L., Bregler C., Space-time tracking Proceedings of the 7th European Conference on Computer Vision (ECCV 02) May-June, 2002 Copenhagen, Denmark
52. Phillips P. J., Sarkar S., Robledo I., Grother P., Bowyer K., The gait identification challenge problem: data sets and baseline algorithm 16 Proceedings of the 16th International Conference on Pattern Recognition (ICPR 02) August, 2002 Quebec City, Canada 385 388
53. Tomasi C., Kanade T., Shape and motion from image streams under orthography: a factorization method International Journal of Computer Vision 1992 9 2 137 154
54. Zhang Z., A flexible new technique for camera calibration IEEE Transactions on Pattern Analysis and Machine Intelligence 2000 22 11 1330 1334
55. Tsai R., A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses IEEE Journal of [legacy, pre-1988] on Robotics and Automation 1987 3 4 323 344
56. Liebowitz D., Zisserman A., Metric rectification for perspective images of planes Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 98) June, 1998 Santa Barbara, Calif, USA 482 488
57. Hartley R., Zisserman A., Multiple View Geometry in Computer Vision 2000 New York, NY, USA Cambridge University Press
58. Abdelkader M. F., Chellappa R., Zheng Q., Chan A. L., Integrated motion detection and tracking for visual surveillance Proceedings of the 4th IEEE International Conference on Computer Vision Systems (ICVS 06) January, 2006 New York, NY, USA 28
59. Cornegie mellon university graphics lab motion capture database, http://mocap.cs.cmu.edu
60. Kale A., Sundaresan A., Rajagopalan A., Identification of humans using gait IEEE Transactions on Image Processing 2004 13 9 1163 1173
61. Tanawongsuwan R., Bobick A., Modelling the effects of walking speed on appearance-based gait recognition 2 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 04) June-July, 2004 Washington, DC, USA 783 790
62. Veeraraghavan A., Chellappa R., Roy-Chowdhury A. K., The function space of an activity Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 06) 2006 Washington, DC, USA 959 968
63. Rabiner L., Juang B.-H., Fundamentals of Speech Recognition 1993 Upper Saddle River, NJ, USA Prentice-Hall