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cdl
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Convolutional Dictionary Learning
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Batch CDL
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Learn a convolutional dictionary (consensus method, greyscale images)
Learn a convolutional dictionary (PGM method, colour images, multiscale colour dictionary)
Learn a convolutional dictionary (parallel consensus method, greyscale images)
Learn a convolutional dictionary (parallel consensus method, colour images)
Learn a convolutional dictionary (consensus method, video data)
Learn a convolutional dictionary with spatial masking (consensus method, greyscale images)
Learn a convolutional dictionary with spatial masking (consensus method, colour images)
Learn a convolutional dictionary from colour images using custom sparse coding and dictionary update
Learn a convolutional dictionary without preprocessing of training data by inclusion of a gradient term in the optimisation problem
Compute a convolutional dictionary update via the convolutional constrained MOD problem (consensus method, greyscale images)
Compute a convolutional dictionary update via the convolutional constrained MOD problem (PGM algorithms, greyscale images)
Online CDL
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Learn a convolutional dictionary (online method, greyscale images)
Learn a convolutional dictionary with spatial masking (online method, greyscale images)
Learn a convolutional dictionary (online method, colour images)
Learn a convolutional dictionary (online method, colour images, cupy accelerated solver)