Files in this item

FilesDescriptionFormat

application/pdf

application/pdf3243032.pdf (3MB)Restricted to U of Illinois
(no description provided)PDF

Description

Title:Estimation of Subspace Arrangements: Its Algebra and Statistics
Author(s):Yang, Allen Yang
Doctoral Committee Chair(s):Ma, Yi
Department / Program:Electrical and Computer Engineering
Discipline:Electrical and Computer Engineering
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:Ph.D.
Genre:Dissertation
Subject(s):Engineering, Electronics and Electrical
Abstract:Algebraically, we study the properties of polynomials vanishing on a union of subspaces; and statistically, we study how to estimate these polynomials robustly from real sample sets with noise and outliers. These new methods in many ways improve and generalize extant methods for modeling or clustering mixed data. Finally, we will show results of these methods applied to computer vision and image processing.
Issue Date:2006
Type:Text
Language:English
Description:86 p.
Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 2006.
URI:http://hdl.handle.net/2142/80988
Other Identifier(s):(MiAaPQ)AAI3243032
Date Available in IDEALS:2015-09-25
Date Deposited:2006


This item appears in the following Collection(s)

Item Statistics