Sparse representation and dictionary learning with applications to image processing (I)
楊肅煜國立中央大學數學系 15:00 –17:00 國立中央大學Gedung Hongjing M430Abstract:
This talk is the first part
of a series of lectures on the sparse
representation and dictionary learning with applications to image processing. This lecture will cover the
following topics:
(1) Sparse
representation problem
(2) Alternating
direction method of multipliers
(3) Application
to signal denoising
(4) Sparse
dictionary learning problem
(5)
Solving
sparse
dictionary learning problem