Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier.

Zhao Zhang,Weiming Jiang,Jie Qin,Li Zhang,Fanzhang Li,Min Zhang,Shuicheng Yan

IEEE Transactions on Neural Networks and Learning Systems（2019）

引用 142|浏览134

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摘要

In this paper, we propose an analysis mechanism-based structured analysis discriminative dictionary learning (ADDL) framework. The ADDL seamlessly integrates analysis discriminative dictionary learning, analysis representation, and analysis classifier training into a unified model. The applied analysis mechanism can make sure that the learned dictionaries, representations, and linear classifiers o...

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关键词

Dictionaries,Encoding,Training,Machine learning,Training data,Image reconstruction,Learning systems

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