eTD Explore

Open Access

Author:: Zare, Maryam
Title:: An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication
File:: Download MaryamZare_Dissertation_Penn_State_University.pdf
Committee Members:: Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Open Access

Author:: Farhat, Farshid
Title:: Comprehensive Photographic Composition Assistance through Meaningful Exemplars
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: image aesthetics
deep learning
image retrieval
recommender system
File:: Download Farshid_PSU_Thesis.pdf
Committee Members:: James Wang, Committee Member & Major Field Represnt
Robert Collins, Committee Member & Major Field Represnt
Wang-Chien Lee, Member Added & Major Field Represnt
Jia Li, Committee Member & Related Areas Repres
Jesse Barlow, Chair & Major Field Represnt
Zihan Zhou, Member Added & Related Areas Represent
Chitaranjan Das, Program Head/Chair

Restricted

Author:: Zhao, Wennan
Title:: Planning and Guidance Methods for Peripheral Bronchoscopy
Graduate Program:: Electrical Engineering (PHD)
Keywords:: lung cancer
virtual bronchoscopy
image-guided bronchoscopy
bronchoscopy
radial probe endobronchial ultrasound
peripheral pulmonary lesion
endobronchial ultrasound
endobronchial ultrasound registration
endobronchial ultrasound simulation
biopsy
navigational bronchoscopy
File:: No files available due to restrictions.
Committee Members:: Robert Collins, Major Field Member
William Higgins, Chair & Dissertation Advisor
Nanyin Zhang, Outside Unit & Field Member
Vishal Monga, Major Field Member
Kultegin Aydin, Program Head/Chair

Restricted

Author:: Kuhlengel, Trevor Keith
Title:: Planning and Guidance of Bronchoscopy for Comprehensive Lymph Node Staging
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: lung cancer
lymph node staging
multi-destination procedures
image-guided procedures
bronchoscopy
optimal procedure planning
computer-assisted procedure planning
File:: No files available due to restrictions.
Committee Members:: Ali Borhan, Outside Unit & Field Member
Robert Collins, Major Field Member
William Higgins, Chair & Dissertation Advisor
Vishal Monga, Major Field Member
Chitaranjan Das, Program Head/Chair

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:: Login to Download
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

Open Access

Author:: Chai, Peilin
Title:: A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Recurring Pattern Discovery
Contrastive Learning
File:: Download A_Novel_Deep-Learning-Based_Pipeline_for_Recurring_Pattern_Discovery_Peilin_Chai.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Open Access

Author:: Asthana, Yashasvi
Title:: Self-Supervised Recurring Pattern Discovery From A Single View
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: recurring pattern detection
semi-supervised learning on an image
GRASP recurring pattern discovery
unsupervised foreground segmentation
File:: Download Final_Thesis.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
David Jonathan Miller, Committee Member

Open Access

Author:: Bharadwaj, Skanda
Title:: Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach
Graduate Program:: Computer Science and Engineering
Keywords:: motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter
File:: Download Skanda_Master_Thesis.pdf
Committee Members:: Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Zhang, Hong
Title:: Feature Clustering For Recurring Pattern Detection
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: recurring pattern detection
hierarchical clustering method
vanishing point detection
deep feature clustering
File:: Download FinalThesis_HongZhang.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Open Access

Author:: Scott, Jesse
Title:: Dynamic Stability Monitoring of Complex Human Motion Sequences via Precision Computer Vision
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: image-based stability
deep learning
machine learning
Center of Mass
Base of Support
Center of Pressure
stability
balance
motion capture
foot pressure
video
human pose
Taiji
biomechanics
stability metrics
falls
computer vision
File:: Download CompositeResults-Subject1-Take3.mp4Download CompositeResults-Subject9-Take3.mp4Download CompositeResults-SingleView.mp4Download JesseScott-Dissertation-Final-12-12-22.pdf
Committee Members:: Yanxi Liu, Co-Chair & Dissertation Advisor
John Challis, Outside Unit & Field Member
Robert Collins, Co-Chair & Dissertation Advisor
Guohong Cao, Major Field Member
Chitaranjan Das, Program Head/Chair

Search