Estimating motion parameters with three-dimensional self-organizing maps

Information Sciences

Volumn 101, Issue 3-4, 1997, Pages 187-201

  Seiffert, Udo ^a   Michaelis, Bernd ^a  

^a OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DIGITAL SIGNAL PROCESSING; MAPS; NEURAL NETWORKS;

SELF ORGANIZING MAPS;

IMAGE PROCESSING;

EID: 0031258506     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0020-0255(97)00009-1     Document Type: Article

References (11)

1. A. Tsukamoto, C.-W. Lee, and S. Tsuji, Detection and tracking of human face with synthesised templates, in: Proc. ACCV, Osaka, Japan, Nov. 1993, pp. 183-186.
2. S. Wimbauer, W. Gerstner, and J. L. van Hemmen, Motion detection in a linsker network, in: Proc. ICANN, Sorrento, Italy, May 1996, Springer-Verlag, New York, pp. 1001-1004.
3. J. Hogden, E. Saltzmann, and P. Rubin, Tracking moving objects with unsupervised neural networks, in: Proc. WCNN, July 1993, Portland, OR, Lawrence Erlbaum Associates, Hillsdale, NJ, pp. 409-412.
4. D. J. Fleet, Measurement of Image Velocity, Kluwer Academic, Boston, MA, 1992.
5. H.-G. Musmann, P. Pirsch, and H.-J. Grallert, Advances in picture coding, Proc. IEEE 73(4):523-530 (1985).
6. B. Michaelis, O. Schnelting, U. Seiffert, and R. Mecke, Motion estimation using a compounded SOM-MLP network, in: Proc. WCNN, Vol. 3, Washington, DC, July 1995, INNS Press, pp. 103-106.
7. T. Kohonen, Self-Organization and Associative Memory, 2nd ed., Springer-Verlag, New York, 1988.
8. T. Kohonen, What generalizations of the self-organizing map make sense?, in: Proc. ICANN, Sorrento, Italy, May 1994, Springer-Verlag, New York, pp. 292-297.
9. U. Seiffert and B. Michaelis, Estimating motion parameters from image sequences by self-organizing maps, in: Proc. 39th IWK, Vol. 2, Ilmenau, Germany, Sept. 1994, Verlag E. Weißpflug, pp. 75-82.
10. U. Seiffert and B. Michaelis, Three-dimensional self-organizing maps for classification of image properties, in: Proc. ANNES, Dunedin, New Zealand, Nov. 1995, IEEE Press, New York, pp. 310-313.
11. U. Seiffert and B. Michaelis, Classification of image properties for motion estimation with 3-dimensional self-organizing maps, in: Proc. SIP, Las Vegas, NV, Nov. 1995, IASTED/Acta Press, Anaheim, CA, pp. 233-236.