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Start Over Area of Honors Computer Engineering

42. 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

43. 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

45. An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks

restricted_to_institution
Restricted (Penn State Only)
Author:
Pham, Viet
Title:
An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Area of Honors:
Computer Engineering
Keywords:
Multi-label image classification
insect monitoring
convolutional neural networks
machine learning
computer vision
image classification
File:
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Thesis Supervisors:
Vijaykrishnan Narayanan, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor