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Supervised Convolutional Sparse Coding
Convolutional Sparse Coding (CSC) is a well-established image representation model especially suited for image restoration tasks.
Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings
The process of drawing a line drawing can be approximated as the sparse spatial localization of a number of typical basic strokes, which in turn can be cast as a non-standard CSC model that considers the line drawing formation process from parametric curves.
Fast Convolutional Sparse Coding in the Dual Domain
Convolutional sparse coding (CSC) is an important building block of many computer vision applications ranging from image and video compression to deep learning.
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