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01/25/2023
An Efficient Approximate Method for Online Convolutional Dictionary Learning
Most existing convolutional dictionary learning (CDL) algorithms are bas...
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03/18/2022
Convolutional Simultaneous Sparse Approximation with Applications to RGB-NIR Image Fusion
Simultaneous sparse approximation (SSA) seeks to represent a set of depe...
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09/07/2021
Efficient ADMM-based Algorithms for Convolutional Sparse Coding
Convolutional sparse coding improves on the standard sparse approximatio...
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02/17/2021