Deep Neural Network Structured Sparse Coding for Online Processing

Deep Neural Network Structured Sparse Coding for Online Processing

Sparse coding, which aims at finding appropriate sparse representations of data with an overcomplete dictionary set, has become a mature class of methods with good efficiency in various areas, but it faces limitations in immediate processing such as real-time video denoising. Unsupervised deep neura...

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Bibliographic Details
Main Authors: Haoli Zhao, Shuxue Ding, Xiang Li, Huakun Huang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Sparse coding
deep neural network
weighted iterative shrinkage thresholding algorithm
unsupervised learning
real-time video denoising
Online Access:https://ieeexplore.ieee.org/document/8542719/

Internet

https://ieeexplore.ieee.org/document/8542719/

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