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Author:

Rauschert, Ingmar Peter

Title:

Human Body Pose Estimation and Segmentation with Hierarchical, Data-driven MCMC

Graduate Program:

Computer Science and Engineering

Keywords:

Human Body Pose
Pedestrian
Image Segmentation
MCMC
Bayesian Probability
Computer Vision

File:

Download ms-thesis-ipr100-rev2.pdf

Committee Members:

Robert T Collins, Thesis Advisor/Co-Advisor

Author:

Sabarad, Jagdish Shivaji

Title:

A Reconfigurable Accelerator For Neuromorphic Object Recognition

Graduate Program:

Computer Science and Engineering

Keywords:

Hardware Accelerator
HMAX
FPGA
Machine Vision
Computer Vision
Hardware Architecture
High Performance Computing
Bio-Vision

File:

Download JagdishSabarad.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Okafor, Ikenna J

Title:

Hardware Acceleration of Visual Object Search

Graduate Program:

Computer Science and Engineering

Keywords:

Computer Vision
Sliding Window
ROI
Hardware Acceleration
FPGA

File:

Download Hardware_Acceleration_of_Visual_Object_Search_THESIS.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Jarvinen, Thomas Dunn

Title:

Early Season Crop Load Estimation and Yield Prediction in Apple Orchards

Graduate Program:

Agricultural and Biological Engineering

Keywords:

Precision Agriculture
Computer Vision
Yield Prediction
Yield Mapping
Deep Learning
Multiple Object Tracking

File:

Download ThomasJarvinenThesis.pdf

Committee Members:

Daeun Choi, Thesis Advisor/Co-Advisor
Paul Heinz Heinemann, Committee Member
Tara Auxt Baugher, Committee Member
James Rawlinson Schupp, Committee Member

Author:

Ravichandran, Bharadwaj

Title:

BioPose-3D and PressNet-KL: A Path to Understanding Human Pose Stability from Video

Graduate Program:

Computer Science and Engineering

Keywords:

Foot Pressure Estimation
Pose Estimation
Human Stability
Deep Learning
Computer Vision

File:

Download BioPose3D_and_PressNet_KL__A_Path_to_Understanding_Stability_from_Video.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
William Evan Higgins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Deokuliar, Harsh

Title:

Object detection using drone-based aerial imagery in urban planning and land development projects

Graduate Program:

Data Analytics (MS)

Keywords:

Urban development
Machine Learning
Computer Vision
Object detection
UAV Imagery

File:

Download Harsh_Deokuliar_Thesis.pdf

Committee Members:

Raghu Sangwan, Program Head/Chair
Raghu Sangwan, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Adrian Sorin Barb, Committee Member

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

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

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

Author:

Sahu, Rashmi

Title:

DEVELOPMENT OF VISION SYSTEM AND END-EFFECTOR FOR AUTOMATIC BUD THINNING OF APPLE TREE: EARLY CROP LOAD MANAGEMENT

Graduate Program:

Agricultural and Biological Engineering (MS)

Keywords:

: Computer Vision
YOLO
Robotic Bud Thinning
LED-Stereovision
Image Acquisition
Crop load management
End-effector
Apple flower bud thinning
Linear solenoid
Robotic bud thinning.
Computer Vision

File:

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Committee Members:

Long He, Thesis Advisor/Co-Advisor
Paul Heinz Heinemann, Committee Member
Suat Irmak, Program Head/Chair
James Rawlinson Schupp, Committee Member
Shirin Ghatrehsamani, Committee Member