Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation

Using a fisheye head-mounted camera to estimate human pose in 3D has become increasingly popular in recent years due to its ability to capture activities in unconstrained environments. Egocentric 3D human pose estimation (HPE) has a number of challenges due to self-occlusions and strong distortions. Intermediate heatmap-based representations have been found to be effective in […]

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Automated Video Content Chaptering via Machine Learning

The research will focus on building a deep learning model to analyze video and audio streams of input video material, essentially creating something like a table of contents, for example: * Minutes 0-3: Introduction. Our topic is binomial coefficients. * Minutes 3-4: Problem source. * Minutes 4-6: Details of the mathematics. Calculations of values. * […]

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Analyzing the potential of hydrogen fuel cell electric vehicles as distributed energy storage or generators to decarbonize transportation and power sectors

Decarbonizing the transportation sector and scaling up energy storage are critical for the transition to a net-zero economy. This project will study the potential of connecting fuel cell electric vehicles (FCEVs) to the electrical grid as distributed energy storage and/or electricity generators to supply electricity to the grid when needed. This FCEVs-to-grid pathway can maximize […]

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Couling Inventory Validation

Cultural Planning encourages recognition of a community’s network of interrelated assets, and maintains that it is beneficial to conserve built cultural heritage resources. Many municipalities, including the City of Guelph, have undertaken cultural mapping initiatives, which are considered an initial step and a defining feature of this vein of planning. Guelph’s mapping initiative identifies the […]

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Experimental investigation of the structural performance of engineered bamboo composites (Dragonwood) in jacking applications.

This research aims at investigating the structural performance of engineered bamboo composites (EBCs), namely Dragonwood, to replace traditional Canadian and tropical hardwoods used in jacking applications. Key mechanical properties and failure modes will be documented. The durability and flammability of all three materials will also be evaluated. Despite the obvious environmental advantages of EBCs (e.g., […]

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Advanced Simulation Methods for a Next Generation Computational Fluid Dynamics Solver Year One

Computational Fluid Dynamics (CFD) is a branch of fluid mechanics that is focused on using numerical methods to solve and analyze practical engineering problems involving fluid flow. The purpose of the proposed research project is to develop novel simulation methods directed at applications in sensitivity analysis and design optimization. Sensitivity and optimization studies are becoming […]

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Development of Novel Methods for the Automated Extraction of Lipid-Soluble Compounds Year One

Current analytical methods for the extraction of lipid-soluble compounds (fatty acids, cholesterol, antibiotics, pesticides, vitamins) are costly and time-consuming. Recently, we have assessed a novel patent-pending “kit” method for extracting fatty acids and cholesterol from food and tissues with great success. We propose to continue testing this method for extraction of lipid-soluble vitamins, pesticides and […]

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Evaluation of organic anti-icing agents for wintermaintenance of transportation facility

Considering the facts that road salts pose significant environmental impacts and infrastructural damages, this research will evaluate the organic products for snow and ice control for transportation facilities. An extensive field tests will be conducted focusing snow melting performances of the organic liquids over regular bine over an expected ranges of weather and other external […]

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