Constrained and unconstrained deep image prior optimization models with automatic regularization
Pasquale Cascarano, Giorgia Franchini, Erich Kobler, Federica Porta, Andrea Sebastiani
Topics & Concepts
DeblurringHyperparameterRegularization (linguistics)Artificial intelligenceRobustness (evolution)Inverse problemMathematicsComputer scienceConvolutional neural networkAlgorithmMathematical optimizationPattern recognition (psychology)Image processingImage (mathematics)Image restorationChemistryBiochemistryMathematical analysisGeneSparse and Compressive Sensing TechniquesNumerical methods in inverse problemsPhotoacoustic and Ultrasonic Imaging