13 citations · 29 across the 3 of their papers we have counts for
3 papers
math.NA2019★ 13 cited
Variational Bayes' method for functions with applications to some inverse problems
Junxiong Jia, Qian Zhao, Zongben Xu +2
Bayesian approach, as a useful tool for quantifying uncertainties, has been widely used for solving inverse problems of partial differential equations (PDEs). One of the key diffic…
cs.CV2018★ 5 cited
Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing
Jiangjun Peng, Qi Xie, Qian Zhao +3
The 3-D total variation (3DTV) is a powerful regularization term, which encodes the local smoothness prior structure underlying a hyper-spectral image (HSI), for general HSI proces…
cs.CV2017★ 11 cited
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition
Yao Wang, Jiangjun Peng, Qian Zhao +3
Hyperspectral images (HSIs) are often corrupted by a mixture of several types of noise during the acquisition process, e.g., Gaussian noise, impulse noise, dead lines, stripes, and…