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All Journal TELKOMNIKA (Telecommunication Computing Electronics and Control)
Weihua Cui
Chongqing University of Posts and Telecommunications
Computer Science & IT

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Wide Baseline Matching Using Support Vector Regression Haifeng Xi Haifeng Xi; Weihua Cui
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 11, No 3: September 2013
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v11i3.1144

Abstract

  In this paper, we newly solve wide baseline matching using support vector regression (SVR). High correct ratio initial matches are used to train SVR relationships, obtained by matching large-scale SIFT features and discarding some mismatches by our improved topological filtering scheme; and new matches are searched near the prediction given by trained SVR relationships. Both indoor and outdoor environments image pairs under wide baseline condition are tested, experiment results show that our algorithm automatically gain large numbers of accurate point correspondences.
Co-Authors Haifeng Xi Haifeng Xi