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Start Over Committee Member William Higgins Keyword Deep Learning Keyword Image Processing

1. Training-Robust Design of Deep Neural Networks for Imaging and Vision

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Restricted (Penn State Only)
Author:
Yazdani, Amirsaeed
Title:
Training-Robust Design of Deep Neural Networks for Imaging and Vision
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation
File:
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Committee Members:
Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor

2. Explainable, Informed Deep Learning For Signal And Image Estimation

open_access
Open Access
Author:
Metwaly, Kareem
Title:
Explainable, Informed Deep Learning For Signal And Image Estimation
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Deep Learning
Neural Network
Image Processing
Signal Processing
Algorithm Unrolling
Dehazing
Beampattern Design
Classification
Computer Vision
Attribute Prediction
Prior Guided
Informed Learning
Estimation
File:
Download KareemMetwaly.pdf
Committee Members:
Abhronil Sengupta, Major Field Member
William Higgins, Major Field Member
Vikash Gayah, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor
Thomas La Porta, Program Head/Chair