DESIGN AND APPLICATION OF TENSOR DECOMPOSITIONS TO PROBLEMS IN MODEL AND IMAGE COMPRESSION AND ANALYSIS

Zhang, Jiani.

2017

Description
  • Abstract: Tensor algebra and tensor computations have gained more and more attention in recent years due to their ability to handle and explore large-scale, high-dimensional datasets. In this thesis, we present four novel tensor-based methods in the fields of randomized algorithms, dynamical systems, image processing, and video processing. In the first chapter, we introduce the history of tensor c... read more
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