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
Published in:	IEEE access Vol. 6; pp. 74778 - 74791
Main Authors:	Zhao, Haoli, Ding, Shuxue, Li, Xiang, Huang, Huakun
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Artificial neural networks Coding deep neural network Dictionaries Encoding Experiments Iterative algorithms Machine learning Neural networks Noise reduction Real time real-time video denoising Signal processing algorithms Sparse coding Streaming media unsupervised learning weighted iterative shrinkage thresholding algorithm
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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