Simultaneous Higher-Order Optical Flow Estimation and Decomposition

DOI10.1137/060660709zbMath1160.68675OpenAlexW2008794074MaRDI QIDQ3545245

Jing Yuan, Christoph Schnörr, Gabriele Drauschke

Publication date: 10 December 2008

Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/060660709

zbMATH Keywords

convex optimizationoptical flow estimationsecond-order cone programmingmimetic finite difference methodhigher-order regularizationdual optimization techniquesdivergence-free flowsoptical flow decomposition

Mathematics Subject Classification ID

Convex programming (90C25) Numerical optimization and variational techniques (65K10) Computing methodologies for image processing (68U10) Software, source code, etc. for problems pertaining to fluid mechanics (76-04) Machine vision and scene understanding (68T45)

Related Items (16)

On a spatial-temporal decomposition of optical flow ⋮ A BV functional and its relaxation for joint motion estimation and image sequence recovery ⋮ An Image Registration Model in Electron Backscatter Diffraction ⋮ Disparity and optical flow partitioning using extended Potts priors ⋮ Computation and Visualization of Local Deformation for Multiphase Metallic Materials by Infimal Convolution of TV-Type Functionals ⋮ Unified models for second-order TV-type regularisation in imaging: a new perspective based on vector operators ⋮ Variational image restoration and segmentation with Rician noise ⋮ Decomposition of optical flow on the sphere ⋮ Variational method for super-resolution optical flow ⋮ Optical Flow ⋮ Fractional-order variational optical flow model for motion estimation ⋮ Fractional-order variational optical flow model for motion estimation ⋮ Convex Hodge decomposition and regularization of image flows ⋮ Morphing of Manifold-Valued Images Inspired by Discrete Geodesics in Image Spaces ⋮ Strain analysis by a total generalized variation regularized optical flow model ⋮ Combined first and second order variational approaches for image processing

Uses Software

• SeDuMi
• Benchmarks for Optimization Software

This page was built for publication: Simultaneous Higher-Order Optical Flow Estimation and Decomposition