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

Zhang, Jiani.
2017

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

Subjects
Tufts University. Department of Mathematics.
Permanent URL
http://hdl.handle.net/10427/012563
ID: tufts:22475
To Cite: DCA Citation Guide