Concepedia

A hybrid denoising model using deep learning and sparse representation with application in bearing weak fault diagnosis

Xin Zhou, Haoxuan Zhou, Guangrui Wen, Xin Huang, Zihao Lei, Zhifeng Zhang, Xuefeng Chen

Measurement · 2021 · 26 citations · 31 references

DOI

Concepts

References

31

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations

, , +15

Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

Michael Elad, Michal Aharon · IEEE Transactions on Image Processing · 2006 · 5.4K citations

, , +16

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

Alfred M. Bruckstein⋆, David L. Donoho, Michael Elad · SIAM Review · 2009 · 2.2K citations

, , +13

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Liang Gao, Yuyan Zhang · IEEE Transactions on Industrial Electronics · 2017 · 2.1K citations

, , +17

Dictionaries for Sparse Representation Modeling

Ron Rubinstein, Alfred M. Bruckstein⋆, Michael Elad · Proceedings of the IEEE · 2010 · 1.3K citations

, , +13