Aleatoric uncertainty estimation for dense stereo matching via CNN-based cost volume analysis
Max Mehltretter, Christian Heipke
Topics & Concepts
Computer scienceArtificial intelligenceConvolutional neural networkGeneralityDeep learningMatching (statistics)Context (archaeology)Ground truthUncertainty quantificationTask (project management)Machine learningField (mathematics)Volume (thermodynamics)Pattern recognition (psychology)MathematicsStatisticsQuantum mechanicsEconomicsPsychologyPure mathematicsBiologyManagementPhysicsPsychotherapistPaleontologyAdvanced Vision and ImagingAdvanced Image Processing TechniquesImage Enhancement Techniques