Jian Fang

activity

20132018

most citedFast Compressed Sensing SAR Imaging based on Approximated Observation

266 citations · 273 across the 6 of their papers we have counts for

collaborators

Showing 2013Show all

3 papers · 1 filter

cs.LG2013

Learning rates of $l^{q}$ 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 $l^{q}$ regularization schemes with $0 < q < \infty$ are central in use. It is…

cs.IT2013★ 3 cited

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…

cs.IT2013★ 266 cited

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…

Learning rates of lq coefficient regularization learning with Gaussian kernel

Compressed Sensing SAR Imaging with Multilook Processing

Fast Compressed Sensing SAR Imaging based on Approximated Observation

Learning rates of $l^{q}$ coefficient regularization learning with Gaussian kernel