A comparison of subspace methods for accurate position measurement

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation

Volumn 6, Issue , 2004, Pages 16-20

  Fortuna, J ^a   Quick, P ^a   Capson, D ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; COMPUTATIONAL COMPLEXITY; IMAGE ANALYSIS; INDEPENDENT COMPONENT ANALYSIS; MATRIX ALGEBRA; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS;

FISHER'S LINEAR DISCRIMINANT (FLD); HISTOGRAM ANALYSIS; KERNEL PRINCIPAL COMPONENT ANALYSIS (KPCA);

POSITION MEASUREMENT;

EID: 2942525272     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. S.K. Nayar and S.A. Nene and H. Murase, "Subspace Methods for Robot Vision", IEEE Transactions on Robotics and Automation, Vol. 12, No. 5, October 1996, pp. 750-758.
2. A. Martinez and J. Vitria, "Clustering in Image Space for Place Recognition and Visual Annotations for Human-Robot Interaction", IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics, Vol.31, No.5,2001,pp. 669-682.
3. J. Fortuna and D. Capson, "ICA for Position and Pose Measurement from Images with Occlusion", Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), Orlando, Florida, May, 2002, Vol 4, pp 3604-3607.
4. M.A. Turk and A.P. Pentland, "Face Recognition Using Eigenfaces", Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, June 1991, pp. 586-591.
5. P. Belhumeur and D. Kriegman, "Eigenfaces vs. Fisherfaces: recognition using class specific linear projection", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, 1997, pp. 711-720.
6. K. Kim, K, Jung and H. Kim, "Face Recognition Using Kernel Principal Component Analysis", IEEE Signal Processing Letters, Vol. 9, No. 2, 2002, pp. 40-42.
7. A. Bell and T. Sejnowski, "An Information-maximization approach to blind separation and blind deconvolution", Neural Computation, Vol. 7, 1995, pp. 1129-1159.
8. J. Fortuna D.C. Schuurman and D. Capson, "A Comparison of PCA and ICA for Object Recognition Under Varying Illumination", Proceedings of the International Conference on Pattern Recognition (ICPR), Quebec City, Canada, August, 2002, Vol 3, pp 11-15.
9. A. Hyvärinen and E. Oja, "A Fast Fixed-Point Algorithm for Independent Component Analysis", Neural Computation, Vol. 9, No. 7, 1997, pp. 1483-1492.
10. M. Bartlett, "Face Image Analysis by Unsupervised Learning", Kluwer Academic Publishers, Mass, USA, 2001.
11. H. Murase and S.K. Nayar, ''Dimensionality of Illumination Manifolds in Eigenspace", CUCS-021-94 Technical Report, Department of Computer Science, Columbia University, August 1994.