Oct 18, 2024  
2020-2021 Undergraduate and Graduate Catalog 
    
2020-2021 Undergraduate and Graduate Catalog [ARCHIVED CATALOG]

MATH 521 - Matrix Method in Data Analysis and Pattern Recognition


(3 units)

Prerequisite: MATH 423  or MATH 576 .
Vector spaces and linear transformations, optimal orthogonal projections, eigenvalues, eigenvectors, SVD, generalized SVD, Fourier and wavelet transforms, convolution, tangent distance. Implementations include object recognition, handwritten digit classification, digital image processing, feature extraction, image deblurring, text mining.

Letter grade only (A-F). (Lecture 3 hrs.)