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stat.ML2020★ 1 cited
Learning Deep Analysis Dictionaries -- Part II: Convolutional Dictionaries
Jun-Jie Huang, Pier Luigi Dragotti
In this paper, we introduce a Deep Convolutional Analysis Dictionary Model (DeepCAM) by learning convolutional dictionaries instead of unstructured dictionaries as in the case of d…
stat.ML2020
Learning Deep Analysis Dictionaries for Image Super-Resolution
Jun-Jie Huang, Pier Luigi Dragotti
Inspired by the recent success of deep neural networks and the recent efforts to develop multi-layer dictionary models, we propose a Deep Analysis dictionary Model (DeepAM) which i…