Search Results - coupled convolutional sparse coding regularisation

Blind deblurring using coupled convolutional sparse coding regularisation for noisy-blurry images by An, T.-H, Choi, D, Cho, S, Hong, K.-S, Lee, S

“… and blur kernel in an alternating fashion. To this end, they first propose coupled convolutional sparse coding, which incorporates the coupled dictionary concept into convolutional sparse coding…”
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Regularization Parameter-Free Convolutional Sparse Coding via Projections Onto The ℓ1-Ball and The Discrepancy Principle by Rodriguez, Paul

“…Given a set of dictionary filters, the most widely used formulation of the convolutional sparse coding (CSC…”
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Hierarchical Convolutional Deep Learning in Computer Vision by Zeiler, Matthew D

“… Based on convolutional sparse coding, we show this model learns interesting decompositions of images into parts without object label information…”
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Analysis and Application of Graph-based Semi-supervised Learning Methods by Luo, Xiyang

“… Three papers pertaining to this theme will be presented in this thesis.The first work is an application of graph Laplacian regularization to the problem of convolutional sparse coding…”
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