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01/29/2017
Supervised Deep Sparse Coding Networks
In this paper, we describe the deep sparse coding network (SCN), a novel...
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12/21/2015
Sparse Coding with Fast Image Alignment via Large Displacement Optical Flow
Sparse representation-based classifiers have shown outstanding accuracy ...
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06/03/2015
Unsupervised domain adaption dictionary learning for visual recognition
Over the last years, dictionary learning method has been extensively app...
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02/03/2015
Task-Driven Dictionary Learning for Hyperspectral Image Classification with Structured Sparsity Constraints
Sparse representation models a signal as a linear combination of a small...
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01/16/2014