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2. Efficient and Accurate Motion Tracking and its Applications within the Internet of Things Design Space

open_access
Open Access
Author:
Gardner, Kevin
Title:
Efficient and Accurate Motion Tracking and its Applications within the Internet of Things Design Space
Area of Honors:
Computer Engineering
Keywords:
ASL
ASLLVD
CNN
HRI
IMU
LSTM
Monocular RGB
RGB-D
RNN
American Sign Language
American Sign Language Large Video Dataset
Convolutional Neural Network
Human Robot Interaction
Inertial Measurement Unit
Long Short-Term Memory RNN
Recurrent Neural Network
File:
Download Thesis_Final_Draft.pdf
Thesis Supervisors:
Mahanth Gowda, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

3. Leveraging Unlabeled Data for Video Understanding using Pretrained Vision-Language Models

open_access
Open Access
Author:
Chan, Michael
Title:
Leveraging Unlabeled Data for Video Understanding using Pretrained Vision-Language Models
Area of Honors:
Computer Science
Keywords:
Video Understanding
Pre-trained Vision-Language Models
VideoBERT
Unlabeled Data
BERT
LSTM
Video Representations
File:
Download Chan_Thesis_Final2.pdf
Thesis Supervisors:
Rui Zhang, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

4. Continuous Sign Language Recognition Using Deep Learning Models

open_access
Open Access
Author:
Rahman, Rayhan
Title:
Continuous Sign Language Recognition Using Deep Learning Models
Area of Honors:
Computer Engineering
Keywords:
deep learning
DGS
sign language
continuous sign language recognition
LSTM
Encoder
Encoder-Decoder
RNN
CNN
WER
RWTH-PHOENIX
HMM
CTC Loss
Cross-Entropy Loss
Softmax Function
Loss Function
File:
Download Rahman_Thesis.pdf
Thesis Supervisors:
Mahanth Gowda, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor