Robust estimation for an inverse problem arising in multiview geometry

DOI10.1007/s10851-011-0281-3zbMath1255.68224OpenAlexW2126042536MaRDI QIDQ1932929

Renaud Keriven, Arnak S. Dalalyan

Publication date: 22 January 2013

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

Full work available at URL: https://doi.org/10.1007/s10851-011-0281-3

zbMATH Keywords

robust estimationsparse recoverystructure from motion\(L_1\)-relaxation

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Computing methodologies for image processing (68U10)

Related Items (3)

Outlier detection and robust mixture modeling using nonconvex penalized likelihood ⋮ SOCP based variance free Dantzig selector with application to robust estimation ⋮ Multidimensional linear functional estimation in sparse Gaussian models and robust estimation of the mean

Uses Software

• SeDuMi
• Vlfeat
• SIFT

Cites Work

• Global optimization through rotation space search
• Simultaneous analysis of Lasso and Dantzig selector
• The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder).
• Decoding by Linear Programming
• Stable recovery of sparse overcomplete representations in the presence of noise
• Highly Robust Error Correction byConvex Programming
• Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones
• Uncertainty principles and ideal atomic decomposition
• Multiple View Geometry in Computer Vision
• Stable signal recovery from incomplete and inaccurate measurements
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