Putative Match Analysis - A Repeatable Alternative to RANSAC for Matching of Aerial Images

One disadvantage with RANSAC is that it is based on randomness and will therefore often yield a different set of inliers in each run, especially if the dataset contains a large number of outliers. ...

[1]  Uwe Stilla,et al.  ESTIMATING THE ESSENTIAL MATRIX: GOODSAC VERSUS RANSAC , 2006 .

[2]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .

[3]  Jiri Matas,et al.  Matching with PROSAC - progressive sample consensus , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[4]  Christopher G. Harris,et al.  A Combined Corner and Edge Detector , 1988, Alvey Vision Conference.

[5]  Gerhard J. Woeginger,et al.  Geometric Clusterings , 1991, J. Algorithms.

[6]  J. MacQueen Some methods for classification and analysis of multivariate observations , 1967 .

[7]  Uwe Stilla,et al.  ESTIMATING THE ESSENTIAL MATRIX : , 2006 .

[8]  É. Vincent,et al.  Detecting planar homographies in an image pair , 2001, ISPA 2001. Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis. In conjunction with 23rd International Conference on Information Technology Interfaces (IEEE Cat..

[9]  Torsten Sattler,et al.  SCRAMSAC: Improving RANSAC's efficiency with a spatial consistency filter , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[10]  Jiri Matas,et al.  Locally Optimized RANSAC , 2003, DAGM-Symposium.

[11]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .

[12]  Robert C. Bolles,et al.  Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography , 1981, CACM.

[13]  Jiri Matas,et al.  Optimal Randomized RANSAC , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[14]  O. Chum,et al.  ENHANCING RANSAC BY GENERALIZED MODEL OPTIMIZATION Onďrej Chum, Jǐ , 2003 .