398 citations · 2k across the 69 of their papers we have counts for
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Learning rates of coefficient regularization learning with Gaussian kernel
Shaobo Lin, Jinshan Zeng, Jian Fang +1
Regularization is a well recognized powerful strategy to improve the performance of a learning machine and regularization schemes with are central in use. It is…
Compressed Sensing SAR Imaging with Multilook Processing
Jian Fang, Zongben Xu, Bingchen Zhang +2
Multilook processing is a widely used speckle reduction approach in synthetic aperture radar (SAR) imaging. Conventionally, it is achieved by incoherently summing of some independe…
Sparse Solution of Underdetermined Linear Equations via Adaptively Iterative Thresholding
Jinshan Zeng, Shaobo Lin, Zongben Xu
Finding the sparset solution of an underdetermined system of linear equations has attracted considerable attention in recent years. Among a large number of algorithms, itera…
Fast Compressed Sensing SAR Imaging based on Approximated Observation
Jian Fang, Zongben Xu, Bingchen Zhang +2
In recent years, compressed sensing (CS) has been applied in the field of synthetic aperture radar (SAR) imaging and shows great potential. The existing models are, however, based…