Vanishing point and vanishing line estimation with line clustering

IEICE Transactions on Information and Systems

Volumn E83-D, Issue 7, 2000, Pages 15741582-

  Minagawa, Akihiro ^a   Tagawa, Norio ^b   Moriya, Tadashi ^a   Gotoh, Toshiyuki ^b  

^a TOKYO METROPOLITAN UNIVERSITY   (Japan)

^b YOKOHAMA NATIONAL UNIVERSITY   (Japan)

Author keywords

Em algorithm; Gaussian mixture density model; Ml (maximum likelihood) estimation; Vanishing point and vanishing une

Indexed keywords

EID: 33746441057     PISSN: 09168532     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (9)

1. J.R. Render, ''Shape from texture," Proc. Gth IJCAI, pp.475480, 1979.
2. H. Nakatani, S. Kimura, O. Saito, and T. Kitahashi, "Extraction of vanishing point and its application to scene analysis based on image sequence," Proc. 5th ICPR, pp.370372, 1980.
3. A. Minagawa and T. Gotoh, "A method for locating a vanishing point using fanshaped perceptive field operators," IEICE Trans., vol.J80DII, no.C, pp.14151422, June 1997.
4. K. Kanatani, ''Reconstruction of consistent shape from inconsistent data," IJCV, vol.3, 1989.
5. C.F. McLean and D. Koyyuri, ''Vanishing point detection by line clustering," IEEE, Pattern Anal. & Mach. Intell., vol.17, no.ll, pp.10901095, 1995.
6. [G] I. Sekita, "On fitting several lines using the EM algorithm," CVVC'94, pp.107109, 1994.
7. N. Tagawa, T. Suzuki, and T. Moriya, "Costeffective unbiased straightline fitting to multiviewpoint range data," IEICE Trans. Fundamentals, vol.E80A, no.3, pp.472479, March 1997.
8. A.P. Dempster, N.M. Laird, and D.B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. of Royal Statistical Society B, vol.39, pp.138, 1977.
9. G.J. McLachlan and K.E. Basford, Mixture Models: Inference and Applications to Clustering, Dekker, 1988.