Convolutional Neural Network with Spatial-Variant Convolution Kernel

Convolutional Neural Network with Spatial-Variant Convolution Kernel

Radar images suffer from the impact of sidelobes. Several sidelobe-suppressing methods including the convolutional neural network (CNN)-based one has been proposed. However, the point spread function (PSF) in the radar images is sometimes spatially variant and affects the performance of the CNN. We...

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Bibliographic Details
Main Authors: Yongpeng Dai, Tian Jin, Yongkun Song, Shilong Sun, Chen Wu
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Remote Sensing
Subjects:
spatial-variant convolution neural network (SV-CNN)
spatial-variant convolution kernel (SV-CK)
radar image enhancing
MIMO radar
neural networks
imaging radar
Online Access:https://www.mdpi.com/2072-4292/12/17/2811

Internet

https://www.mdpi.com/2072-4292/12/17/2811

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