50 citations · 65 across the 3 of their papers we have counts for
4 papers
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods
Zhaoming Kong, Xiaowei Yang, Lifang He
Filtering multi-dimensional images such as color images, color videos, multispectral images and magnetic resonance images is challenging in terms of both effectiveness and efficien…
Randomized Online CP Decomposition
Congbo Ma, Xiaowei Yang, Hu Wang
CANDECOMP/PARAFAC (CP) decomposition has been widely used to deal with multi-way data. For real-time or large-scale tensors, based on the ideas of randomized-sampling CP decomposit…
Color Image and Multispectral Image Denoising Using Block Diagonal Representation
Zhaoming Kong, Xiaowei Yang
Filtering images of more than one channel is challenging in terms of both efficiency and effectiveness. By grouping similar patches to utilize the self-similarity and sparse linear…
A Brief Review of Real-World Color Image Denoising
Zhaoming Kong, Xiaowei Yang
Filtering real-world color images is challenging due to the complexity of noise that can not be formulated as a certain distribution. However, the rapid development of camera lens…