Minimum Description Length method for facet matching

International Journal of Pattern Recognition and Artificial Intelligence

Volumn 14, Issue 7, 2000, Pages 919-927

  Maybank, Stephen ^b   Fraile, Roberto ^a,b  

^a DEFENCE SCIENCE AND TECHNOLOGY LABORATORY   (United Kingdom)

^b UNIVERSITY OF READING   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; STATISTICS;

FACET MATCHING; MINIMUM DESCRIPTION LENGTH (MDL);

IMAGE COMPRESSION;

EID: 0034317305     PISSN: 02180014     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0218-0014(00)00055-6     Document Type: Article

References (18)

1. H. Akaike, "A new look at statistical model identification," IEEE Trans. Automat. Contr. 19 (1974) 716-723.
2. R. Ash, Information Theory, Interscience Tracts in Pure and Applied Mathematics, Vol. 19, John Wiley, N.Y., 1965.
3. R. Baxter, "Minimum message length inductive inference - theory and applications," Ph.D. Thesis, Department of Computer Science, Monash University, Australia, 1996.
4. T. Darrell and A. Pentland, "Cooperative robust estimation using layers of support," IEEE Trans. Patt. Anal. Mach. Intell. 17 (1995) 474-487.
5. P. Fua and A. J. Hanson, "An optimization framework for feature extraction," Mach. Vis. Appl. 4 (1991) 59-87.
6. K. Kanatani, Statistical Optimization for Geometric Computation: Theory and Practice, Elsevier, 1996.
7. Y. G. Leclerc, "Constructing simple stable descriptions for image partitioning," Int. J. Comput. Vis. 3 (1989) 73-102.
8. M. Li and P. M. B. Vitányi, "Inductive reasoning and Kolmogorov complexity," J. Comput. Syst. Sci. 44 (1982) 343-384.
9. M. Li and P. M. B. Vitányi, An Introduction to Kolmogorov Complexity and Its Applications, Graduate Texts in Computer Science, 2nd edition, Springer, Berlin, 1997.
10. T. Lindeberg and M.-X. Li, "Segmentation and classification of edges using minimum description length approximation and complementary junction clues," Comput. Vis. Imag. Understand. 67 (1997) 88-98.
11. A. Pentland, "Part segmentation for object recognition," Neural Comput. 1 (1989) 82-91.
12. J. Rissanen, "Stochastic complexity," J. R. Stat. Soc. Series B 49 (1987) 223-239.
13. J. Rissanen, "A universal prior for the integers and estimation by minimum description length," Ann. Statist. 11 (1983) 416-431.
14. G. D. Sullivan, "Visual interpretation of known objects in constrained scenes," Phil. Trans. R. Soc. Lond. Series B 337 (1992) 361-370.
15. G. D. Sullivan, "Model-based vision for traffic scenes using the ground plane constraint," Real-Time Computer Vision, eds. D. Terzopoulos and C. Brown, CUP, Cambridge, 1994.
16. C. S. Wallace and P. R. Freeman, "Estimation and inference by compact coding," J. R. Stat. Soc. Series B 49 (1987) 240-265.
17. S. Wolfram, The Mathematica Book, 3rd edition, Cambridge University Press, Cambridge, 1996.
18. A. D. Worrall, G. D. Sullivan and K. D. Baker, "A simple intuitive camera calibration tool for natural images," British Machine Vision Conf. 2, ed. E. Hancock, 1994, pp. 781-790.