Parametrized SOMs for object recognition and pose estimation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2415 LNCS, Issue , 2002, Pages 902-907

  Saalbach, Axel ^a   Heidemann, Gunther ^a   Ritter, Helge ^a  

^a BIELEFELD UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; GESTURE RECOGNITION; SELF ORGANIZING MAPS; NEURAL NETWORKS;

3D OBJECT RECOGNITION; APPLICATION EXAMPLES; DISCRETE SETS; POSE ESTIMATION; REFERENCE VECTORS; VISUAL LEARNING; HEIDELBERG;

OBJECT RECOGNITION;

EID: 76249091169     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-46084-5_146     Document Type: Conference Paper

References (9)

1. J.L. Crowley and F. Pourraz. Continuity properties of the appearance manifold formobile robot position estimation. Image and Vision Computing, 2001.
2. Teuvo Kohonen. Self-Organizing maps. Springer series in information science. Springer, Berlin, Heidelberg, New York, third edition, 2001.
3. H. Murase and S.K. Nayar. Visual learning and recognition of 3-d objects from appearance. Int'l J. Computer Vision, 14:5-24, 1995.
4. S. A. Nene, S. K. Nayar, and H. Murase. Columbia Object Image Library (COIL-20). Technical Report CUCUS-006-96, Dept. Computer Science, Columbia Univ. New York, N.Y. 10027, 1996.
5. C. Nölker and H. Ritter. Parametrized SOMs for hand posture reconstruction. In S.-I. Amari, C.L. Giles, M. Gori, and V. Piuri, editors, Proc. IEEE-INNS-ENNS Int'l Joint Conf. on Neural Networks IJCNNY'2000, 2000.
6. T.D. Sanger. Optimal unsupervised learning in a single-layer linear feedforward neural network. Neural Networks, 2:459-473, 1989.
7. Michael A. Sipe and David Casasent. Global feature space neural network for active object recognition. In IJCNN'99, Washington, D.C., 1999.
8. Jörg Walter and Helge Ritter. Local PSOMs and Chebyshev PSOMs - improving the parametrised self-organizing maps. In Proc. ICANN, Paris, volume 1, pages 95-102, October 1995.
9. Jörg Walter and Helge Ritter. Rapid learning with parametrized self-organizing maps. Neurocomputing, 12:131-153, 1996.