Statistical Interpolation of Spatially Varying but Sparsely Measured 3D Geo-Data Using Compressive Sensing and Variational Bayesian Inference
Tengyuan Zhao, Yu Wang
Topics & Concepts
KrigingInterpolation (computer graphics)CovarianceCovariance functionComputer scienceGaussian processMissing dataBayesian inferenceData pointCompressed sensingGeostatisticsAlgorithmParametric statisticsBayesian probabilityMathematicsGaussianStatisticsArtificial intelligenceSpatial variabilityMachine learningImage (mathematics)PhysicsQuantum mechanicsSoil Geostatistics and MappingGeophysical Methods and ApplicationsSparse and Compressive Sensing Techniques