most citedSimultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning

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eess.IV2019

Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification

Vanika Singhal, Angshul Majumdar

In recent studies in hyperspectral imaging, biometrics and energy analytics, the framework of deep dictionary learning has shown promise. Deep dictionary learning outperforms other…

eess.IV2019

Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification

Vanika Singhal, Hemant K. Aggarwal, Snigdha Tariyal +1

This work proposes a new framework for deep learning that has been particularly tailored for hyperspectral image classification. We learn multiple levels of dictionaries in a robus…