Search

Author:

Chen, Yukun

Title:

Aggregated Wasserstein distance for hidden Markov models and automated morphological characterization of placenta from photos

Graduate Program:

Information Sciences and Technology

Keywords:

Data science
Aggregated Wasserstein
Optimal transport
Hidden Markov model
Placenta
Pathology
Morphological characterization
Deep learning

File:

Download YukunChen-Dissertation.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Xinyu Xing, Committee Member
Xiang Zhang, Committee Member
David Russell Hunter, Outside Member
Dashun Wang, Special Member
James Z Wang, Committee Chair/Co-Chair
Mary Beth Rosson, Program Head/Chair

Author:

Wu, Chenyan

Title:

Spatial, Temporal, and Morphological Perspectives: Advancing Understanding of Visual Data Depicting Humans

Graduate Program:

Information Sciences and Technology

Keywords:

Computer Vision
Deep Learning
Bodily Expressed Emotion Understanding
Human Pose Estimation
Human Orientation Estimation
Placenta

File:

Download Chenyan_Thesis_final_submission.pdf

Committee Members:

James Wang, Chair & Dissertation Advisor
Sharon Huang, Major Field Member
Alison Gernand, Outside Unit & Field Member
Jeffrey Bardzell, Program Head/Chair
C Lee Giles, Major Field Member

Author:

Zhang, Zhuomin

Title:

Cross-Domain Image Analysis Approaches towards Segmentation of Placenta Photos and Pictorial Realism Study of Paintings

Graduate Program:

Information Sciences and Technology

Keywords:

Machine learning
Cross-domain image analysis
Placenta
Domain adaptation
Constable
Pictorial realism evaluation

File:

Download Thesis_zhuomin.pdf

Committee Members:

James Wang, Co-Chair & Dissertation Advisor
Sharon Huang, Major Field Member
Suhang Wang, Major Field Member
Jia Li, Co-Chair, Dissertation Advisor and Minor Member
Elizabeth Mansfield, Outside Unit & Field Member
Jeffrey Bardzell, Program Head/Chair