Correction of AFM data artifacts using a convolutional neural network trained with synthetically generated data
Viktor Kocur, Veronika Hegrová, Marek Patočka, Jan Neuman, Adam Herout
Topics & Concepts
Computer scienceConvolutional neural networkGenerator (circuit theory)Artificial intelligenceArtificial neural networkProcess (computing)Compensation (psychology)Ground truthSet (abstract data type)Image (mathematics)Data setPattern recognition (psychology)Test setDistortion (music)Operator (biology)Filter (signal processing)Computer visionPower (physics)Bandwidth (computing)AmplifierGeneOperating systemChemistryTranscription factorRepressorPsychologyProgramming languagePhysicsPsychoanalysisComputer networkBiochemistryQuantum mechanicsIntegrated Circuits and Semiconductor Failure AnalysisForce Microscopy Techniques and ApplicationsImage Processing Techniques and Applications