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Author:

Nag, Abhikesh

Title:

Combined Generative-Discriminative Learning for Object Recognition using Local Image Descriptors

Graduate Program:

Electrical Engineering

Keywords:

support vector machines
mixture models
SIFT features
generative-discriminative learning

File:

Download Thesis.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor

Author:

Valluri, Adityagiri

Title:

NAVIGATION AND MAPPING THROUGH AUTOMATED IMAGE UNDERSTANDING AND RETRIEVAL

Graduate Program:

Electrical Engineering

Keywords:

image retrieval
mapping
navteq database
SIFT

File:

Download ADITYAGIRI_VALLURI_THESIS.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
James Z Wang, Thesis Advisor/Co-Advisor

Author:

Zou, Guixi

Title:

A Flow Classifier with Tamper-resistant Features and an Evaluation of Its Portability to New Domains

Graduate Program:

Electrical Engineering

Keywords:

machine learning
traffic classification
portability

File:

Download Guixi_Thesis.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor

Author:

Vaidya, Gaurav Vijaykumar

Title:

Data association using view-based models

Graduate Program:

Electrical Engineering

Keywords:

data association
SIFT

File:

Download Thesis_-_Gaurav_Vaidya.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
Robert T Collins, Thesis Advisor/Co-Advisor
Kenneth Jenkins, Thesis Advisor/Co-Advisor

Author:

Park, Joonho Daniel

Title:

A Study on the Feasibility of Low Probability of Intercept Sonar

Graduate Program:

Electrical Engineering

Keywords:

Low Probability of Intercept
Sonar
Detection
Range Estimation

File:

Download Thesis_LPI_for_SONAR_final_draft.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
John F Doherty, Thesis Advisor/Co-Advisor

Author:

Srinivasan, Mahadevan

Title:

A NEURAL NETWORK BASED APPROACH FOR PREDICTING A PATIENT'S CONVERSION TO ALZHEIMER'S DISEASE BASED ON BRAIN SCAN DATA

Graduate Program:

Electrical Engineering

Keywords:

Alzheimer s disease
MCI
Conversion
Neural Network
MCI to AD

File:

Download Thesis.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
George Kesidis, Thesis Advisor/Co-Advisor

Author:

Suryanarayan, Poonam

Title:

A Computational Approach For Understanding The Aesthetics Of Gray Scale Images

Graduate Program:

Electrical Engineering

Keywords:

aesthetics
modeling
gray scale

File:

Download thesis_2.pdf

Committee Members:

James Z Wang, Thesis Advisor/Co-Advisor
James Z Wang, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
Prof Jia Li, Thesis Advisor/Co-Advisor

Author:

Markley, Scott Conrad

Title:

Joint Parsimonious Modeling and Model Order Selection for Multivariate Gaussian Mixtures

Graduate Program:

Electrical Engineering

Keywords:

Expectation Maximization
Model Order Selection
Bayesian Information Criterion
Multivariate Gaussian

File:

Download ScottMarkley-Thesis.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor

Author:

Sun, Ying

Title:

A Mixed Markov Model Approach To Predict Future Points Of Interest In Indoor Space

Graduate Program:

Electrical Engineering

Keywords:

prediction; trajectory pattern; Mixed Markov Model

File:

Download Master_Thesis_Ying.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor

Author:

Wang, Dongzhe

Title:

HIV-associated Neuropathic Pain Classification of MRI Brain Images

Graduate Program:

Electrical Engineering

Keywords:

HIV
neuropathic pain
MRI
medical imaging
support vector machines
feature extraction
recursive feature elimination

File:

Download SP14_MS_Thesis_Dongzhe_Wang.pdf

Committee Members:

David Jonathan Miller, Thesis Advisor/Co-Advisor