An adversarial optimization approach to efficient outlier removal

DOI10.1007/s10851-013-0418-7zbMath1365.68428OpenAlexW1994200429MaRDI QIDQ2251235

Jin Yu, Tat-Jun Chin, David Suter, Anders B. Eriksson

Publication date: 11 July 2014

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10851-013-0418-7

zbMATH Keywords

convex relaxationmixed-integer optimizationmodel fittingoutlier removal

Mathematics Subject Classification ID

Mixed integer programming (90C11) Machine vision and scene understanding (68T45)

Related Items (4)

Research on the fundamental principles and characteristics of correspondence function ⋮ Radial duality. II: Applications and algorithms ⋮ An adversarial optimization approach to efficient outlier removal ⋮ Tractable algorithms for robust model estimation

Uses Software

• SeDuMi
• SIFT

Cites Work

• Interior path following primal-dual algorithms. I: Linear programming
• Applications of second-order cone programming
• Second-order cone programming
• An adversarial optimization approach to efficient outlier removal
• Outlier detection and least trimmed squares approximation using semi-definite programming
• Robust Estimation of a Location Parameter
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