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: Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/159943
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Institution: Nanyang Technological University
Language: English