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Introducing frequency representation into convolution neural networks for medical image segmentation via twin-Kernel Fourier convolution

Xianlun Tang, Jiangping Peng, Bing Zhong, Jie Li, Zhenfu Yan

2021Computer Methods and Programs in Biomedicine23 citationsDOI

Topics & Concepts

Artificial intelligenceConvolution (computer science)Computer scienceKernel (algebra)SegmentationPattern recognition (psychology)Image segmentationConvolutional neural networkUpsamplingFeature (linguistics)Scale-space segmentationFourier transformComputer visionMathematicsArtificial neural networkImage (mathematics)LinguisticsCombinatoricsPhilosophyMathematical analysisRetinal Imaging and AnalysisBrain Tumor Detection and ClassificationAdvanced Neural Network Applications
Introducing frequency representation into convolution neural networks for medical image segmentation via twin-Kernel Fourier convolution | Litcius