A tensor compression algorithm using Tucker decomposition and dictionary dimensionality reduction

Tensor compression algorithms play an important role in the processing of multidimensional signals. In previous work, tensor data structures are usually destroyed by vectorization operations, resulting in information loss and new noise. To this end, this article proposes a tensor compression algorit...

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Bibliographic Details
Main Authors: Chenquan Gan, Junwei Mao, Zufan Zhang, Qingyi Zhu
Format: Article
Language:English
Published: SAGE Publishing 2020-04-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/1550147720916408