Browsing Systems Design Engineering by Supervisor "Wong, Alexander"
Now showing items 21-38 of 38
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Novel Motion-Aware Strategies for Efficient and Accurate Video Analytics
(University of Waterloo, 2022-05-05)Recent advances in machine learning strategies have led to improved results across a variety of fields. A field that would benefit greatly from improved machine learning strategies is video analytics: the analysis of video ... -
Numerical Demultiplexing of Color Image Sensor Measurements via Non-linear Random Forest Modeling
(University of Waterloo, 2016-06-20)Due to recent advancements in technology, consumer digital cameras are becoming cheaper and easier to use. These consumer digital cameras, with Bayer color filter arrays (CFAs), allow for simultaneous capture of the red, ... -
On the Design of 2D Human Pose Estimation Networks using Accelerated Neuroevolution and Novel Keypoint Representations
(University of Waterloo, 2022-05-02)Motion capture is a very useful technology that is employed across many industries. Biomechanical analysis, film production, video game development, and virtual reality are among its diverse applications. However, traditional ... -
Operational Sea-Ice Classification of Dual Polarized SAR Imagery
(University of Waterloo, 2023-11-28)Mapping sea ice in polar regions is crucial for research and operational applications, such as environmental modeling and ship navigation. Synthetic aperture radar (SAR) offers a dependable and efficient means of monitoring ... -
Quantifying the Performance of Explainability Algorithms
(University of Waterloo, 2020-05-26)Given the complexity of the deep neural network (DNN), DNN has long been criticized for its lack of interpretability in its decision-making process. This 'black box' nature has been preventing the adaption of DNN in ... -
Randomly-connected Non-Local Conditional Random Fields
(University of Waterloo, 2017-02-21)Structural data modeling is an important field of research. Structural data are the combination of latent variables being related to each other. The incorporation of these relations in modeling and taking advantage of those ... -
Resolution-enhanced Digital Epiluminescence Microscopy Using Deep Computational Optics
(University of Waterloo, 2021-03-17)Melanoma is the most common type of cancer, and the standard practice used for examining skin lesions is dermoscopy, where dermatologists use an epiluminescence microscope (ELM) to visualize the skin's surface and subsurface ... -
RGB-D Scene Flow via Grouping Rigid Motions
(University of Waterloo, 2016-09-06)Robotics and artificial intelligence have seen drastic advancements in technology and algorithms over the last decade. Computer vision algorithms play a crucial role in enabling robots and machines to understand their ... -
Simultaneous Multispectral Imaging: Using Multiview Computational Compressive Sensing
(University of Waterloo, 2016-03-03)Multispectral imaging is traditionally performed using a combination of an imaging device with a filter bank such as a filter wheel or a form of tunable filter, or a combination of many imaging devices with various spectral ... -
Sparse Reconstruction of Compressive Sensing Magnetic Resonance Imagery using a Cross Domain Stochastic Fully Connected Conditional Random Field Framework
(University of Waterloo, 2016-07-08)Prostate cancer is a major health care concern in our society. Early detection of prostate cancer is crucial in the successful treatment of the disease. Many current methods used in detecting prostate cancer can either ... -
Spectral-Spatial Neural Networks and Probabilistic Graph Models for Hyperspectral Image Classification
(University of Waterloo, 2019-08-16)Pixel-wise hyperspectral image (HSI) classification has been actively studied since it shares similar characteristics with related computer vision tasks, including image classification, object detection, and semantic ... -
A Statistical Framework for Non-Contact Heart Rate Estimation via Photoplethysmogram Imaging
(University of Waterloo, 2016-09-01)Although medical progress and increased health awareness over the last 60 years have reduced death rates from cardiovascular disease by more than 75%, cardiovascular disease remains one of the leading causes of death, ... -
Synthetic Correlated Diffusion Imaging for Prostate Cancer Detection and Risk Assessment
(University of Waterloo, 2023-08-31)Prostate cancer (PCa) is the second most common form of cancer among men worldwide and the most frequently diagnosed cancer among men in 112 countries. While the overall 5-year survival rate for prostate cancer is very ... -
Towards Efficient Ice Surface Localization From Hockey Broadcast Video
(University of Waterloo, 2021-04-23)Using computer vision-based technology in ice hockey has recently been embraced as it allows for the automatic collection of analytics. This data would be too expensive and time-consuming to otherwise collect manually. The ... -
Towards Human-Centered AI-Powered Assistants for the Visually Impaired
(University of Waterloo, 2020-09-02)Artificial intelligence has become ubiquitous in today's society, aiding us in many everyday tasks. Given particular prowess of today's AI technologies in visual perception and speech recognition, an area where AI can have ... -
A Two-Stage Learning Approach for Goalie, Net and Stick Pose Estimation in Ice Hockey
(University of Waterloo, 2023-09-26)Accurate pose estimation of ice hockey goaltenders presents a unique challenge due to the dynamic nature of the sport and the intricate interactions among the goalie, equipment, and net. This study introduces a comprehensive ... -
A Unified Probabilistic Computational Framework for Cross-Domain Compensated Medical Imaging
(University of Waterloo, 2016-12-23)The quality of medical imaging is an important factor that can directly affect on the results of different medical imaging tests which routinely being used for various clinical studies and related research. The existence ... -
Widefield Computational Biophotonic Imaging for Spatiotemporal Cardiovascular Hemodynamic Monitoring
(University of Waterloo, 2017-07-14)Cardiovascular disease is the leading cause of mortality, resulting in 17.3 million deaths per year globally. Although cardiovascular disease accounts for approximately 30% of deaths in the United States, many deleterious ...