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Author:

Chandrashekhar, Anusha

Title:

Acceleration of monocular depth extraction for images

Graduate Program:

Computer Science and Engineering

Keywords:

Monocular depth extraction
GPU
CUDA
Hardware acceleration
non-parametric depth
fast depth estimator
computer vision

File:

Download Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Smith, Brigid Louise

Title:

improving object recognition performance through semantic context extraction

Graduate Program:

Computer Science and Engineering

Keywords:

computer vision
machine vision
vision
image processing
context

File:

Download THESIS-grad.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Snyder, Joshua Scott

Title:

Optimization and Hardware Acceleration of Consensus-based Matching and Tracking

Graduate Program:

Computer Science and Engineering

Keywords:

hardware acceleration
object tracking
FPGA
CMT
hardware architecture
vision system
computer vision

File:

Download 1-Snyder_Joshua_OptimizationandAccelerationofCMT.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Pham, Viet

Title:

An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

multi-label image classification
image classification
computer vision
machine learning
insect taxonomy
convolutional neural networks

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member