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- 2Stothard, Paul
- 1Aidan Rowe
- 1Aldridge C.L.
- 1Ali, Mostafa A A
- 1Arango Moreno, Camilo
- 34Graduate and Postdoctoral Studies (GPS), Faculty of
- 34Graduate and Postdoctoral Studies (GPS), Faculty of/Theses and Dissertations
- 4Agricultural, Food and Nutritional Science, Department of
- 4Agricultural, Food and Nutritional Science, Department of/Journal Articles (Agricultural, Food and Nutritional Science)
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Extending Differentiable Programming to include Non-differentiable Modules using Differentiable Bypass for Combining Convolutional Neural Networks and Dynamic Programming into an End-to-end Trainable Framework
DownloadSpring 2019
Differentiable Programming is the paradigm where different functions or modules are combined into a unified pipeline with the purpose of applying end-to-end learning or optimization. A natural impediment is the non-differentiability characteristic of many modules. This thesis proposes a new way...
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Extracting and Integrating Industrial Construction Steel Trade Data in ill-formed BIM Models
DownloadFall 2017
Oil and gas are known for their huge-size and complex projects that consist of multiple trades’ subprojects such as concrete, steel, and piping. These subprojects are executed within a confined area during a limited time frame. This requires careful planning and coordination between these...
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Image Registration with Homography: A Refresher with Differentiable Mutual Information, Ordinary Differential Equation and Complex Matrix Exponential
DownloadFall 2020
This work presents a novel method of tackling the task of image registration. Our algorithm uses a differentiable form of Mutual Information implemented via a neural network called MINE. An important property of neural networks is them being differentiable, which allows them to be used as a loss...
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Fall 2018
Mohammadhosseinzadehgolabchi, Alireza
As the construction industry is prone to various hazards, its rate of injuries and fatalities are among the highest. As a result, health and safety has emerged as a crucial aspect of any construction project. Among occupational injuries, Work-related Musculoskeletal Disorders (WMSDs) are reported...
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Spring 2011
Physical simulations are in general very computationally intensive and required large and costly computing resources. Most of those simulations are rarely interactive as the link between visualization, interaction, and simulation is too slow. The recent development of parallel Graphic Processing...
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Lean-Mod: An Approach to Modular Construction Manufacturing Production Efficiency Improvement
DownloadSpring 2014
Modular construction manufacturing (MCM) is superior to the current on-site construction system which is hampered by inefficiency and material and process waste. Modular buildings are potentially built through a more efficient and cost-effective method, but in the current manufacturing-based...
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Needle Shape Visualization, Tracking and Steering Control for Permanent Prostate Brachytherapy Applications
DownloadFall 2016
Prostate cancer is one of the most prevalent types of cancers in North American males, afflicting one in eight men over the course of their lifetime. Fortunately, early-stage prostate cancer has a wide variety of treatment options. One such option, permanent prostate brachytherapy, has been...
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Novel 3D Ultrasound Imaging Techniques Using Top-Orthogonal-to-Bottom-Electrode (TOBE) Arrays
DownloadFall 2019
Ultrasound imaging is a safe, affordable and reliable diagnostic tool widely used in medical professions. While 2D ultrasound imaging is used extensively in clinical environments, 3D ultrasound imaging has not yet seen wide clinical acceptance. This is partly due to the practical limitations on...