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A novel data augmentation based on Gabor filter and convolutional deep learning for improving the classification of COVID-19 chest X-Ray images

Amir Hossein Barshooi, Abdollah Amirkhani

2021Biomedical Signal Processing and Control94 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceArtificial intelligenceGabor filterCoronavirus disease 2019 (COVID-19)Deep learningPattern recognition (psychology)Sobel operatorConvolutional neural networkFilter (signal processing)Blob detectionGaussianFeature extractionImage (mathematics)Computer visionImage processingMedicineInfectious disease (medical specialty)Edge detectionPathologyQuantum mechanicsDiseasePhysicsCOVID-19 diagnosis using AIAnomaly Detection Techniques and ApplicationsAI in cancer detection
A novel data augmentation based on Gabor filter and convolutional deep learning for improving the classification of COVID-19 chest X-Ray images | Litcius