Uncertainty Modeling and Quantification in Neural Network Image Denoisers

Image denoising is a fundamental process in most of computer vision systems, imaging systems, and photography productions. Recently, with the power of deep neural networks, image denoising has been pushed towards new boundaries. However, neural network image denoisers are constrained by the accuracy of the noise model used to train them. Training on a poor […]

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Diversity and Inclusion: Case studies of skilled migrants in Hamilton Canada

This project involves in depth interviews of HR/line managers as well as skilled migrant employees in 3 organizations. Our focus is on understanding current issues and challenges related to inclusion and integration of skilled migrants locally. Our goal is offer actionable practical suggestions in terms of how identified challenges may be addressed in the future. […]

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The Morphology of Non-canonical Imperfect Subjunctives in Spanish

The project addresses a theoretical issue that arises due to somewhat ‘unexpected’ uses of the imperfect subjunctive verbal form, quisiera, in Spanish. In the descriptive linguistic literature, it is noted that, quisiera, can be used for a conditional (e.g., I would do) or past perfect (e.g., I had done) meaning depending on the variety of […]

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Accelerating home energy retrofits – building the case for local improvement charges in Ontario municipalities

In 2012, changes to provincial legislation in Ontario provided municipalities with a new market-based tool to improve the energy and water efficiency of the existing building stock; the ‘local improvement charge’ (LIC) mechanism. The City of Toronto was the first and remains the only Ontario municipality to use LICs to finance residential energy retrofits, starting […]

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Transitioning from Print to Interactive Digital Publishing

PUBLIC is an innovative print periodical with a 25 year history exploring the intersection between art, design, technology and contemporary culture. This Mitacs fellowship will develop the journal’s open access interactive web platform, PUBLIC:PORTAL, using information visualization and design to showcase the journal’s cutting-edge collaborative and cross-disciplinary work. This project designs and tests graphical user […]

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Quantitative risk measurement techniques for insurers

This project will assist Sun Life Financial to build, implement and validate quantitatively sophisticated state-of-the-art models of its risk portfolio. This will result in a better quantitative and qualitative understanding of company’s risk, liability and capital profile, and thus in more effective risk management decision making process.

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North Coast Innovation Lab

The two internships proposed in this application are for research and feasibility project coordinators for the North Coast Innovation Lab (NCIL) in Prince Rupert, BC. In addition to research and feasibility around potential projects that will a) grow the local economy for fish and marine products, and b) enhance coworking and resource sharing, the internships […]

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Development and evaluation of an autonomous UAV-photogrammetry system for metric infrastructure inspection

In this project, we will develop and evaluate an autonomous, unmanned aerial photogrammetry system for metric inspection of hard-to-reach vertical infrastructures, such as telecommunication towers and high-rise buildings. Metric inspection means identifying and measuring the facts that may have an impact on health conditions of assets, such as changes in tower alignment or deformations of […]

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The Opportunity Equation

The Opportunity Equation is a multi-year research project that explores trends, dynamics and causes of income inequality in the Greater Toronto Area (GTA). The project aims to produce a comprehensive portrait of the changing income distribution and income gaps among key socio-demographic groups in the City of Toronto, York Region and the Region of Peel […]

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Fruit Extract to Dyes – Elucidating the Mechanism of Dye Formation using Genipin to Unlock New Colours

Dyes which are either sourced directly or derived from naturally-occurring products are of growing interest in the cosmetics industry. Sourcing chemical dyes or their close precursors from natural products can significantly reduce the environmental impact of manufacture by reducing the number of derivatization and purification steps. The industrial partner, Inkbox Ink, currently uses genipin, a […]

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