Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 1 of 1
Full-Text Articles in Applied Mathematics
Consensus Model Of Families Of Images Using Tensor-Based Fourier Analysis, Joel A. Shelton
Consensus Model Of Families Of Images Using Tensor-Based Fourier Analysis, Joel A. Shelton
Electronic Theses and Dissertations
A consensus model is a statistical approach that uses a family of signals or in our case, a family of images to generate a predictive model. In this thesis, we consider a family of images that are represented as tensors. In particular, our images are (2,0)-tensors. The consensus model is produced by utilizing the quantum Fourier transform of a family of images as tensors to transform images to images. We write a quantum Fourier transform in the numerical computation library for Python, known as Theano to produce the consensus spectrum. From the consensus spectrum, we produce the consensus model via …