Deep convolutional autoencoder for the simultaneous removal of baseline noise and baseline drift in chromatograms
Alexander Kensert, Gilles Collaerts, Kyriakos Efthymiadis, Peter Van den Broeck, Gert Desmet, Deirdre Cabooter
Topics & Concepts
AutoencoderSmoothingNoise reductionBaseline (sea)Noise (video)Binary Golay codePattern recognition (psychology)Mean squared errorArtificial intelligenceReduction (mathematics)DiscriminatorStatisticsChemistryComputer scienceAlgorithmDeep learningMathematicsTelecommunicationsGeologyImage (mathematics)OceanographyGeometryDetectorSpectroscopy and Chemometric AnalysesFault Detection and Control SystemsSpectroscopy Techniques in Biomedical and Chemical Research