Browsing Engineering (Faculty of) by Subject "convolutional neural network"
Now showing items 1-8 of 8
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Deep Learning-Enabled Cerebrovascular Reactivity Processing Software
(University of Waterloo, 2022-12-23)Magnetic Resonance Imaging (MRI) is a non-invasive medical imaging technique that is used to generate high-resolution images of the brain. Blood oxygenation level dependent (BOLD) imaging is a functional MRI technique that ... -
Design of Binocular Stereo Vision System Via CNN-based Stereo Matching Algorithm
(University of Waterloo, 2020-08-06)Stereo vision is one of the representative technologies in the 3D camera, using multiple cameras to perceive the depth information in the three-dimensional space. The binocular one has become the most widely applied method ... -
Learning to Estimate Sea Ice Concentration from SAR Imagery
(University of Waterloo, 2016-09-28)Through the growing interest in the Arctic for shipping, mining and climate research, large-scale high quality ice concentration is of great interest. Due to the unavailability of suitable ice concentration estimation ... -
Real-Time Monitoring of Thermal Processes
(University of Waterloo, 2023-09-27)In this research, a monitoring system for thermal processes was developed which measures the most critical process phenomena, such as thermal dynamics (peak temperature, heating rate, and cooling rate) and geometric features, ... -
A Representational Response Analysis Framework For Convolutional Neural Networks
(University of Waterloo, 2024-04-25)Over the past decade, convolutional neural networks (CNNs) have become the defacto machine learning model for image processing due to their inherent ability to capitalize on modern data availability and computational ... -
Robust Sonographic Muscle Quality Assessment: A Live, Accurate Tissue Speed-of-Sound Estimation Framework
(University of Waterloo, 2024-02-23)Muscle quality can act as an indicator for physical health through qualitative – yet measurable – changes in muscle architecture and composition. One option for assessing muscle quality is through musculoskeletal ultrasound, ... -
Text Detection and Recognition in the Wild
(University of Waterloo, 2022-07-19)Text detection and recognition (TDR) in highly structured environments with a clean background and consistent fonts (e.g., office documents, postal addresses and bank cheque) is a well understood problem (i.e., OCR), however ... -
WatkeRR - Robotic Research Platform and Machine Vision System: Design, Development and Construction
(University of Waterloo, 2018-09-25)Rollators/wheeled walkers are a commonly used mobility aid that is utilized by people with a wide array of mobility challenges such as Alzheimer ’s disease, stroke, multiple sclerosis, and general loss of stability and ...