Shape tracking based on the modular active shape model

IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM

Volumn 2, Issue , 2003, Pages 1411-1416

  Kim, Won ^a   Lee, Ju Jang ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Active contours; Active shape model; Deformable models; Image segmentation; Intelligent robots; Intelligent sensors; Iterative algorithms; Robotics and automation; Space technology; Target tracking

Indexed keywords

ALGORITHMS; INTELLIGENT MECHATRONICS; INTELLIGENT ROBOTS; ITERATIVE METHODS; MOTION PLANNING; ROBOTICS; TARGET TRACKING; TRACKING (POSITION);

ACTIVE CONTOURS; ACTIVE SHAPE MODELS; DEFORMABLE MODELS; INTELLIGENT SENSORS; ITERATIVE ALGORITHM; SPACE TECHNOLOGIES;

IMAGE SEGMENTATION;

EID: 57949098904     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AIM.2003.1225550     Document Type: Conference Paper

References (22)

1. M. Kass, A. Witkin, and D. Terzopoulos, "Snake: Active contour models," Int. J. Computer Vision, pp. 321-331, 1988
2. A. A. Amini, T.E. Weymouth and R.C. Jain, "Using dynamic programming for solving variational problems in vision," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.12, pp. 855-867, 1990.
3. F. Leymarie and M. D. Levine, "Tracking deformable objects in the plane using an active contour model," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.15, no. 6, pp.617-634, 1993.
4. C. Xu and J. L. Prince, "Snakes, shapes, and gradient vector flow," IEEE Trans. Image Processing, vol.7, no. 3, pp.359-369, 1998.
5. 1989 A. K. Jain, Fundamentals of digital image processing, NJ:Prentice-Hall, 1989.
6. R. Jain, R. Kasturi and B. G. Schunck, Machine vision, McGraw-Hill, 1995.
7. T. F. Cootes, C. J. Taylor, D. H. Cooper and J. Graham, "Active Shape Models - Their Training and Application," Computer Vision and Image Understanding, vol.61, no. 1, pp.38-59, Jan. 1995.
8. T. F. Cootes, G. J. Edwards and C. J. Taylor, "Active Appearance Models," Proc. European Conference Computer Vision, vol.61, pp.484-498, Jun. 1998.
9. A. Hill, T. F. Cootes and C. J. Taylor, "Active Shape Models and the Shape Approximation Problems," Image and vision Computing, vol.14, pp.601-607, 1996.
10. A. Giaehetti, , M. Campani and V. Torre, "The use of optical flow for road navigation," IEEE Trans. on Robotics and Automation, vol.14, no.1, pp.34-48, 1998.
11. A. Blake and A. Yuille, Active vision, MIT-Press, 1992.
12. E. Trucco and A. Verri, Introductory techniques for 3-D computer vision, Prentice Hall, 1998.
13. A. Blake and M. Isard, Active Contours, Springer, 1998.
14. H. Ip and D. Shen, "An Affine-Invariant Active Contour Model(AI-Snake) for Model-Based Segmentation," Image and vision Computing, vol.16, pp.135-146, 1998.
15. D. Shen and C. Davatzikos, "An Adaptive-Focus Deformable Model Using Statisticakłand Geometric Information," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 8, pp. 906-913, Aug. 2000.
16. D. Forsyth, L. Mundy, A. Zisserman, C. Coelho, A. Heller and C. Rothwell, "Invariant Descriptor for 3-D Object Recognition and Pose," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, No. 10, pp. 971-991, Oct. 1991.
17. K. Arbter, W. E. Snyder, H. Burkhardt and G. Hirzinger, "Application of Affine-Invariant Fourier Descriptors to Recognition of 3-D Objects," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 12, No. 7, pp. 640-647, Jul. 1990.
18. K. S. Roh and I. S. Kweon, "2-D Object Recognition Using Invariant Contour Descriptor and Projective Refinement," Pattern Recognition, vol. 31, No. 4, pp. 441-455, 1998.
19. Q. M. Tieng and W. W. Boles, "Wavelet-Based Affine Invarinat Representation : A Tool for Recognizing Planar Objects in 3D Space," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 8, pp. 846-857, Aug. 1997.
20. M. I. Khalil and M. M. Bayoumi, "A Dyadic Wavelet Affine Invariant Function for 2D Shape Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, no. 10, pp. 1152-1164, Oct. 2001.
21. I. Matthews, T. F. Cootes, J. A. Bangham, S. Cox and R. Harvey, "Extraction of Visual Features for Lipreading," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 2, pp. 198-213, Oct. 2002.
22. D. N. Metaxas and I. A. Kakadiaris, "Elastically Adaptive Deformable Models," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 10, pp. 1310-1321, Oct. 2002.