Slice-based online convolutional dictionary learning

Slice-based online convolutional dictionary learning

Convolutional dictionary learning (CDL) aims to learn a structured and shift-invariant dictionary to decompose signals into sparse representations. While yielding superior results compared to traditional sparse coding methods on various signal and image processing tasks, most CDL methods have diffic...

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Bibliographic Details
Main Authors: Zeng, Yijie, Chen, Jichao, Huang, Guang-Bin
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Electrical and electronic engineering
Convolutional Sparse Coding
Dictionary Learning
Online Access:https://hdl.handle.net/10356/159943

Internet

https://hdl.handle.net/10356/159943

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