Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function
Md Tahmid Hossain, Shyh Wei Teng, Guojun Lu, Mohammad Arifur Rahman, Ferdous Sohel
Topics & Concepts
Computer scienceAliasingArtificial intelligenceUpsamplingDeep learningNoise (video)Filter (signal processing)Image (mathematics)Benchmark (surveying)Sampling (signal processing)AlgorithmMonotonic functionTranslation (biology)Pattern recognition (psychology)Computer visionUndersamplingMathematicsGeodesyChemistryMessenger RNAGeographyBiochemistryMathematical analysisGeneAdversarial Robustness in Machine LearningAdvanced Image Processing TechniquesImage Processing Techniques and Applications