Robust recovery of eigenimages in the presence of outliers and occlusions

Journal of Computing and Information Technology

Volumn 4, Issue 1, 1996, Pages 25-38

  Leonardis, Aleš ^a,b   Bischof, Horst ^a  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

^b UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Appearance based matching; Discrete optimization; Occlusion; Principal component analysis; Robust estimation

Indexed keywords

OPTIMIZATION; STATISTICS;

APPEARANCE BASED; DISCRETE OPTIMIZATION; MATCHING METHODS; MINIMUM DESCRIPTION LENGTH PRINCIPLE; MULTIPLE CLASS; OCCLUSION; ROBUST ESTIMATION; SELECTION PROCEDURES;

PRINCIPAL COMPONENT ANALYSIS;

EID: 0039443073     PISSN: 13301136     EISSN: 18463908     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. T. W. ANDERSON, An Introduction to Multivariate Statistical Analysis. Wiley. New York. 1958.
2. D. BEYMER & T. POGOIO. Face recognition from one example view. In Proceedings of the 5th ICCV95, (1995), pp. 500-507. IEEE Computer Society Press.
3. A. CICHOCKI & R. UN-BEHAUEN, Neural Networks for Optimization and Signal Processing. Wiley, New York, 1993.
4. F. GLOVER & M. LACUNA. Tabu search. In Modern Heuristic Techniques for Combinatorial Problems. C. R. REEVES, (cd). (1993), pp. 70-150. Black we 11 Scientific Publications.
5. P. J, HUBER. Robust Statistics. Wiley. New York, 1981.
6. A. LEONARDIS, A. GUPTA, & R. BAJCSY, Segmentation of range images as the search for geometric parametric models. International journal of computer vision. 14(3), (1995), 253-277.
7. H. MURASE & S. K. NAYAR, Image spotting of 3D objects using parametric eigenspace representation. In Proceedings of the 9th Scandinavian Conference on Image Analysis. (1995). G. BORGEFORS, (ed), Vol. 1 pp. 323-332.
8. H. MURASE & S. K. NAYAR. Visual learning and recognition of 3-D objects from appearance. International Journal of Computer Vision. 14, (1995), 5-24.
9. H. MURASE & S. K. NAYAR, Illumination planning for object recognition using parametric eigenspaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16(12). (1994). 1219-1227.
10. S. K. NAYAR, H. MURASE, & S. A. NENE, Learning, positioning, and tracking visual appearance. In Proceedings of IEEE Internationa! Conference on Robotics and Automation, (1994).
11. A. PENTLAND, B. MOGHADDAM. & T. STRANER, View-based and modular eigenspaces for face recognition. Technical report 245, MIT Media Laboratory, 1994.
12. P. J. ROUSSEUW & A. M. LE-ROY. Robust Regression and Outlier Detection. Wifey, New York. 1987.
13. M. STRICKER. A new approach for robust ellipse fitting. In Proceedings of the Third International Conference on Automation. Robotics and Computer Vision, (1994). Vol. 2, pp. 940-945.
14. M. STRICKER & A. LEONARDIS. ExSel++: A general framework to extract parametric models. In Proceedings of the 6th International Conference on Computer Analysis of Images and Patterns, CAIP'95, (1995). V. HLAVAC & R. SARA, (eds). pp. 90-97. Lecture Notes in Computer Science, Vol. 970. Springer, Prague, Czech Republic.
15. M. TURK & A. PENTLAND, Ei-senfaces for recognition. Journal of Cognitive Neuro-science, 3(1), (1991). 71-86.
16. S. YOSHIMURA & T. KANADE. Fast template matching based on the normalized correlation by usine multiresolution eisenimaaes. In Proceedings qfIROS'94, (1994). pp. 2086-2093.