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Start Over Year 2021 Keyword Computer Vision Keyword Deep Learning

1. In-field Imaging of Apple Orchards Using Stereo Vision for Improved Fruit Size and Yield Estimation

open_access
Open Access
Author:
Mirbod, Omeed
Title:
In-field Imaging of Apple Orchards Using Stereo Vision for Improved Fruit Size and Yield Estimation
Graduate Program:
Agricultural and Biological Engineering
Keywords:
Machine Vision
Deep Learning
Precision Agriculture
Apple Fruit Sizing
Computer Vision
File:
Download Omeed_Mirbod_MS_Thesis.pdf
Committee Members:
Daeun Choi, Thesis Advisor/Co-Advisor
Richard P Marini, Committee Member
Long He, Committee Member
Paul Heinz Heinemann, Committee Member
Paul Heinz Heinemann, Program Head/Chair

2. Action classification for videos in sports

open_access
Open Access
Author:
Dasari, Chandu
Title:
Action classification for videos in sports
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Computer Vision
Sports Analytics
Human Pose Estimation
Open Pose
YoloV5
Machine Learning
Deep Learning
File:
Download Thesis_Chandu_Dasari.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Mahanth Gowda, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor

3. A UAV IMAGING APPLICATION TO MONITOR BLACK CHERRY FLOWERING AND REGENERATION IN ALLEGHENY NATIONAL FOREST IN PENNSYLVANIA

open_access
Open Access
Author:
Reimer, Tyler
Title:
A UAV IMAGING APPLICATION TO MONITOR BLACK CHERRY FLOWERING AND REGENERATION IN ALLEGHENY NATIONAL FOREST IN PENNSYLVANIA
Graduate Program:
Agricultural and Biological Engineering (MS)
Keywords:
UAV
Drone
Black Cherry
Machine Learning
Computer Vision
Deep Learning
YOLO
File:
Download Tyler_Reimer_Thesis.pdf
Committee Members:
Suat Irmak, Program Head/Chair
Daeun Choi, Thesis Advisor/Co-Advisor
Kelli Hoover, Committee Member
Douglas Alan Miller, Committee Member

4. Deep Generative Models for Medical Images and Beyond

open_access
Open Access
Author:
Xue, Yuan
Title:
Deep Generative Models for Medical Images and Beyond
Graduate Program:
Information Sciences and Technology
Keywords:
Deep Learning
Computer Vision
Generative Models
Medical Image Analysis
File:
Download Deep_Generative_Models_for_Medical_Images_and_Beyond.pdf
Committee Members:
Sharon Xiaolei Huang, Dissertation Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
Ting Wang, Committee Member
Robert Collins, Outside Member
James Duncan, Special Member
Mary Beth Rosson, Program Head/Chair