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Agu, Emmanuel O.
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Let there be light... Characterizing the Effects of Adverse Lighting on Semantic Segmentation of Wound Images and Mitigation using a Deep Retinex Model
Keyword:
Dataset
,
Deep Learning
,
Lighting
,
Retinex Theory
,
Wounds
, and
Semantic Segmentation
Creator:
Iyer, Akshay B.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Rectification of Perspective and Scale Distortion in Wound Images and Integrated Evaluation of the SmartWAnDS System
Keyword:
Scale distortion rectification
,
Wound analysis
,
Perspective distortion rectification
,
SmartWAnDS System
,
Spatial Transformation Network (STN)
, and
Integrated Evaluation
Creator:
Raghav, Fnu
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images
Creator:
Liu, Ziyang
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Continuous Coverage Motion Planning on 3D Freeform Surfaces
Keyword:
Human-Robot Interaction
,
Coverage Path Planning
,
UV Mapping
, and
Constrained Motion Planning
Creator:
McGovern, Sean
Advisor:
Xiao, Jing
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Robotics Engineering
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Keyword:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Creator:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers
Keyword:
vision transformer
,
fine-grained visual classification
,
pressure injuries
,
image classification
, and
deep learning
Creator:
Perkins, Grant
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-10-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Keyword:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Machine Learning Models for Parkinson's Disease Gait Assessment and Medication Adherence from Smartphone Sensor Data
Keyword:
Smartphone sensing
,
Gait assessment
,
Parkinson’s disease
,
Machine learning
,
Deep learning
, and
Medication Adherence
Creator:
Abujrida, Hamza
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Application-Directed DVFS using Multiple Clock Domains on Graphics Hardware
Keyword:
Multiple Clock Domain(MCD)
,
Dynamic Voltage and Frequency Scaling(DVFS)
,
Graphics Process Unit(GPU)
, and
Energy
Creator:
Li, Juan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-01-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Programmable Image-Based Light Capture for Previsualization
Keyword:
multi-illuminant white balance
,
relighting
,
computational cameras
,
previsualization
,
active illumination
,
programmable cameras
, and
computational Photography
Creator:
Lindsay, Clifford
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Keyword:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
Creator:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Deep 3D Object Pose Estimation Framework for Robots with RGB-D Sensors
Keyword:
pose estimation
,
semantic segmentation
, and
Atlas robots
Creator:
Wagh, Ameya Yatindra
Advisor:
Gennert, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Smartphone TBI Sensing using Deep Embedded Clustering and Extreme Boosted Outlier Detection
Creator:
Srikanthan, Srinarayan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Socialoscope: Sensing User Loneliness and Its Interactions with Personality Traits
Keyword:
loneliness
,
Sensors
,
social isolation
,
personality
,
mobile sensing
, and
healthcare
Creator:
Pulekar, Gauri Anil
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Bluetooth Packet Capture and Analysis Using Wireless Product Testbed
Creator:
Nguyen, Son
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
On the Accuracy of Wireless Capsule Endoscope RF and Visual Localization
Keyword:
Localization
,
accuracy
,
WCE
, and
inside human body
Creator:
Zhou, Mingda
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Energy-Efficient Interactive Ray Tracing of Static Scenes on Programmable Mobile GPUs
Keyword:
Energy
,
BVH
,
mobile devices
,
GPGPU
,
Ray Tracing
,
mobile
,
KdTree
,
computer graphics
,
uniform grid
, and
GPU
Creator:
Lohrmann, Peter J
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-01-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Energy-Efficient Photon Mapping
Keyword:
computer graphics
,
Ray Tracing
,
mobile devices
,
mobile
,
global illumination
,
photon mapping
, and
Energy
Creator:
Light, Brandon W
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Radio Propagation for Localization and Motion Tracking In Three Body Area Network Applications
Keyword:
Motion Classification
,
Body Area Network
, and
Localization
Creator:
Geng, Yishuang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-10-13
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Sensor Behavior Modeling and Algorithm Design for Intelligent Presence Detection in Nursery Rooms using iBeacon
Keyword:
in-room presence detection
,
iBeacon
,
Indoor Localization
, and
CRLB
Creator:
Li, Zhouchi
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Video/Image Processing on FPGA
Keyword:
video processing
,
ADAS
, and
FPGA
Creator:
Zhao, Jin
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
A Comprehensive Comparative Performance Evaluation of Signal Processing Features in Detecting Alcohol Consumption from Gait Data
Keyword:
gait
,
Signal Processing
,
alcohol consumption
,
Machine Learning
, and
smartphone
Creator:
Qi, Muxi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Ubiquitous Scalable Graphics: An End-to-End Framework using Wavelets
Keyword:
Perceptual Error Metric
,
Wavelets
,
Multi-Resolution
,
Mobile Graphics
, and
Energy Consumption
Creator:
Wu, Fan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2008-11-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
System Designs for Diabetic Foot Ulcer Image Assessment
Keyword:
K-Mean
,
Foot Ulcer
,
Image Capture Box
,
CRF
,
Mean Shift
, and
SVM
Creator:
Wang, Lei
Advisor:
Pedersen, Peder C.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-03-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Hybrid and Coordinated 3D Interaction in Immersive Virtual Environments
Keyword:
3D User Interface
,
Virtual Reality
,
hybrid virtual environment
, and
interaction context
Creator:
Wang, Jia
Advisor:
Lindeman, Robert W.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-29
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Quantifying, Modeling and Managing How People Interact with Visualizations on the Web
Keyword:
human-computer interaction
and
data visualization
Creator:
Feng, Mi
Advisor:
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Traumatic Brain Injury (TBI) detection and bioscore generation for ailment monitoring using smartphone sensor data
Creator:
Asani, Florina
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration
Keyword:
Spine Image Registration
,
Image-guided Surgery
,
Concussion
,
Deep Learning
, and
Brain Injury
Creator:
Wu, Shaoju
Advisor:
Ji, Songbai
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
A Context-Aware Smartphone Application to Mitigate Sedentary Lifestyle
Keyword:
health
,
mobile
,
sedentary lifestyle
,
behavior change
, and
smartphone
Creator:
He, Qian
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-09-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Deep Learning Anomaly Detection methods to passively detect COVID-19 from Audio
Keyword:
Convolutional Autoencoders
,
Variational Autoencoders
,
Smartphone audio sensing
,
COVID detection
,
Deep anomaly detection
, and
Contrastive learning
Creator:
Murthy, Shreesha Narasimha
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Barometer-Assisted 3D Indoor WiFi Localization for Smart Devices-Map Selection and Performance Evaluation
Keyword:
Cramer-Rao Lower Bound (CRLB)
,
Performance Evaluation
,
Barometer-Assisted
,
Map Selection
, and
3D Indoor Localization
Creator:
Ying, Julang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Searching for Contextual Subtasks for Semantic Segmentation
Keyword:
Computer Vision
,
Deep Learning
, and
Semantic Segmentation
Creator:
McLaughlin, Connor
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Keyword:
Data Augmentation
,
Sensor Data
,
Human Context Recognition (HCR)
,
Generative Adversarial Networks (GAN)
, and
Time series data
Creator:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
A Testbed for Design and Performance Evaluation of Visual Localization Technique inside the Small Intestine
Keyword:
speed estimation
,
intestinal contraction
,
Testbed
,
motion tracking
,
Localization
,
virtual endoscopy
,
video capsule endoscope
, and
Body Area Network
Creator:
Mi, Liang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Investigating Gyroscope Sway Features, Normalization, and Personalization in Detecting Intoxication in Smartphone Users
Keyword:
Sensor
,
alcohol
,
accelerometer
,
Sensors
,
smartphone
,
android
,
gait
, and
gyroscope
Creator:
Aiello, Christina Jane
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Adaptive Spectral Mapping for Real-Time Dispersive Refraction
Keyword:
screen-space
,
spectral rendering
,
dispersion
,
graphics
, and
real-time
Creator:
Blanchette, Damon Arthur
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-01-17
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Remote Execution for 3D Graphics
Keyword:
mobile devices
and
computer graphics
Creator:
Banerjee, Kutty S
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-05-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
On Simultaneous Localization and Mapping inside the Human Body (Body-SLAM)
Keyword:
motion tracking
,
Localization
,
SLAM
, and
Wireless capsule endoscopy
Creator:
Bao, Guanqun
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-04-28
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
An Affordable Portable Obstetric Ultrasound Simulator for Synchronous and Asynchronous Scan Training
Keyword:
Ultrasound
,
Simulation
,
Education
, and
Obstetric
Creator:
Liu, Li
Advisor:
Pedersen, Peder C.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-01-13
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Recurring Query Processing on Big Data
Keyword:
big data
,
recurring query
, and
mapreduce
Creator:
Lei, Chuan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-08-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Body Deformation Correction for SPECT Imaging
Keyword:
Twist
,
Deformation
,
Motion Correction
,
Bend
, and
SPECT
Creator:
Gu, Songxiang
Advisor:
Gennert, Michael A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-07-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Keyword:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
Creator:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Application Performance Evaluation for IBeacon In-Room Localization Technology Using CRLB
Keyword:
Localization
,
In-room
,
Performance Evaluation
,
iBeacon
, and
CRLB
Creator:
Yang, Yang
Advisor:
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Pattern Mining and Sense-Making Support for Enhancing the User Experience
Keyword:
Visualization
,
Sense-making
,
Data Mining
,
Query Optimization
,
Pattern Mining
, and
Sequence Prediction
Creator:
Mukherji, Abhishek
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Alcogait Gamification
Keyword:
gamification
and
m-health
Creator:
Nimkar, Chaitany
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Interactive Media and Game Development
Sleep Duration and Quality Assessment using Smartphones
Creator:
Peng, Yuxiao
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
Variational Open Set Recognition
Keyword:
Extreme Value Theory
,
Varriational Autoencoder
, and
Open Set Classification
Creator:
Buquicchio, Luke J.
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Contributions to Collective Dynamical Clustering-Modeling of Discrete Time Series
Keyword:
semi-Markov chain
,
distributed data processing system
,
discrete time series
, and
deviated dynamic time warping
Creator:
Wang, Chiying
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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