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Author:

Lee, Geun Seop

Title:

Fast Regularized Total Least Squares Methods With applications

Graduate Program:

Computer Science and Engineering

Keywords:

Total Least Squares
Regularization
High Resolution Image Reconstruction
Newton method

File:

Download GeunseopLee-Dissertation.pdf

Committee Members:

Jesse Louis Barlow, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Member
Dr Robert Collins, Committee Member
Vishal Monga, Committee Member
Raj Acharya, Committee Member

Author:

Yuan, Dayu

Title:

Mining and indexing graph databases

Graduate Program:

Computer Science and Engineering

Keywords:

data mining
graph database
query processing
index structure
information retrieval

File:

Download YourName-Dissertation.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Zhenhui Li, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Rujkietgumjorn, Sitapa

Title:

Quadratic Binary Optimization for Pedestrian Detection in Crowded Scenes

Graduate Program:

Computer Science and Engineering

Keywords:

Pedestrian Detection
Optimized Detection
Quadratic Binary Optimization
Occlusion
Crowds

File:

Download Rujikietgumjorn-Dissertation-final-version.pdf

Committee Members:

Robert T Collins, Dissertation Advisor/Co-Advisor
Robert T Collins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Kamesh Madduri, Committee Member
Paul GriFfin, Committee Member

Author:

Mo, Xuan

Title:

adaptive sparse representations for video anomaly detection

Graduate Program:

Electrical Engineering

Keywords:

video anomaly detection
sparsity model
kernel function
multi-object
low rank sparsity prior
outlier rejection

File:

Download Xuan_Dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Kenneth Jenkins, Committee Member
Jesse Louis Barlow, Committee Member
Raja Bala, Special Member

Author:

Luo, Wei

Title:

Efficient estimation and order determination for sufficient dimension reduction

Graduate Program:

Statistics

Keywords:

dimension reduction
order-determination
bootstrap
augmentation
semi-parametric
efficient estimation.

File:

Download dissertation_-_Wei_Luo.pdf

Committee Members:

Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Runze Li, Committee Member
Naomi S Altman, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Kang, Bosung

Title:

Robust Covariance Matrix Estimation for Radar Space-Time Adaptive Processing (STAP)

Graduate Program:

Electrical Engineering

Keywords:

convex optimization
STAP
radar signal processing
constrained optimization
detection and estimation

File:

Download BosungKang_Thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
David Miller, Committee Member
Constantino Manuel Lagoa, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Cheirsilp, Ronnarit

Title:

3D multimodal image analysis for lung-cancer assessment

Graduate Program:

Computer Science

Keywords:

PET/CT
deformable registration
thoracic cavity
image processing
medical imaging
lung cancer
bronchoscopy

File:

Download Cheirsilp-PhD2016.pdf

Committee Members:

William Evan Higgins, Dissertation Advisor/Co-Advisor
William Evan Higgins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Robert T Collins, Committee Member
Vishal Monga, Committee Member

Author:

Ma, Yicong

Title:

Fast solvers for incompressible MHD systems

Graduate Program:

Mathematics

Keywords:

MHD systems
divergence free
robust preconditioners
solar cells

File:

Download YicongMa-Dissertation.pdf

Committee Members:

Jinchao Xu, Dissertation Advisor/Co-Advisor
Jinchao Xu, Committee Chair/Co-Chair
Ludmil Tomov Zikatanov, Committee Member
Xiantao Li, Committee Member
Jesse Louis Barlow, Outside Member

Author:

Wang, Kaiyu

Title:

Automatically Extracting Semantic Scholarly Entities from Academic Papers

Graduate Program:

Computer Science and Engineering

Keywords:

Information Extraction
Scholarly Entity
Machine Learning
Natural Language Processing

File:

Download Kaiyu_Wang_thesis__final_version.pdf

Committee Members:

C.Lee Giles, Thesis Advisor/Co-Advisor
C.Lee Giles, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Lv, Weining

Title:

DEEP SCENE END TO END OCR TOOL

Graduate Program:

Computer Science and Engineering

Keywords:

deep learning ocr system

File:

Download Master_thesis__final.pdf

Committee Members:

Lee Giles, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair