A robust homography estimation method based on keypoint consensus and appearance similarity

Proceedings - IEEE International Conference on Multimedia and Expo

Volumn , Issue , 2012, Pages 586-591

  Yan, Qing ^a   Xu, Yi ^a   Yang, Xiaokang ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

appearance similarity; homography estimation; keypoint con sensus; RANSAC

Indexed keywords

APPEARANCE MODELS; APPEARANCE SIMILARITY; ESTIMATION METHODS; GEOMETRIC RELATIONSHIPS; HOMOGRAPHIES; IMAGE SIMILARITY; KEYPOINT CON-SENSUS; KEYPOINTS; LOSS FUNCTIONS; MULTI-VIEW IMAGE; RANSAC; SYNTHETIC IMAGES;

EXHIBITIONS;

ESTIMATION;

EID: 84868116768     PISSN: 19457871     EISSN: 1945788X     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2012.74     Document Type: Conference Paper

References (11)

1. S. Choi, T. Kim, W. Yu, "Performance evaluation of RANSAC family," BMVC, 2009.
2. R. Raguram, J.-M. Frahm, and M. Pollefeys, "Exploiting uncertainty in random sample consensus," ICCV, pp. 2074-2081, 2009.
3. P.H.S. Torr and A. Zisserman, "Mlesac: A new robust estimator with application to estimating image geometry," Computer Vision and Image Understanding, pp. 138-156, 2000.
4. P.H.S. Torr, "Bayesian model estimation and selection for epipolar geometry and generic manifold fitting," International Journal of Computer Vision, vol. 50, no. 1, pp. 35-61, 2002.
5. O. Chum, and J. Matas, "Matching with PROSAC - progressive sample consensus," CVPR, vol. 1, pp. 220-226, 2005.
6. R. Raguram, J.-M. Frahm, and M. Pollefeys, "A comparative analysis of RANSAC techniques leading to adaptive real-time random sample consensus," ECCV, vol. 2, pp. 500-513, 2008.
7. E. Serradell, M. Ozuysal, and V. Lepetit, "Combining geometric and appearance priors for robust homography estimation," ECCV, vol. 3, pp. 58-72, 2010.
8. Oxford visual geometry group affine covariant regions datasets. http://www.robots.ox.ac.uk/~vgg/data/dataaff.html
9. H. Bay, A. Ess, T. Tuytelaars and L.V. Gool, "SURF: Speeded up robust features," CVIU, vol. 110, no. 3, pp. 346-359, 2008.
10. G.D. Evangelidis, and E.Z. Psarakis, "Projective image alignment by using ECC maximization," VISSAP, vol. 1, pp. 413-420, 2008.
11. M. Fisher and R. Bolles, "Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography," Comm. Of the ACM, vol. 24, no. 6, pp. 381-395, 1981.