The project aims to develop a novel deep learning based computer vision system to identify different categories and sub-categories of the furniture and the associated attributes (such as color, shape, style, and material). It will also develop an automated recommendation system that can learn from the massive historical data and the on-going stream of data […]

In manufacturing industry many tools are protected by coatings to increase tool life and productivity. It is only logical that mechanical properties of the coating will affect its performance. Therefore, it is essential to characterise the coating and understand its properties to tailor it for a specific application. These properties might be assessed with different […]

We would like to develop a wide-field fluorescence lifetime imaging(FLIM) system with a 4-Tap image sensor developed by the Imaging Devices Laboratory. During the duration of our stay we will develop the software and hardware solution to enable the collection of wide field FLIM images, and test the performance on a standard biology set, and […]

The Ladle Metallurgy Furnace is used for adjustment of chemical composition and temperature, and control of tiny particles called “inclusions”. Controlling inclusions is carried out by adding calcium to modify the solid alumina or magnesium aluminate inclusions to less harmful liquid inclusions. During ladle process, reaction of top slag, steel and inclusions occur simultaneously. Therefore, […]

The proposed project aims to develop a systematic approach for improving deep-learning-based computer vision systems by augmenting the local pixel data with the global shape data (more specifically, Jordan curves) and by adjusting system architectures to accommodate the augmented input. Three canonical computer vision problems will be investigated in this project. They are respectively image […]

Benefit payments totaled 2.5 billion dollars for Ontario workplaces in 2015. The most common injury resulting in a lost time claim was a strain or sprain – indicating despite massive efforts to reduce musculoskeletal injuries by ergonomists, these issues still have a significant financial burden on the economy. An easy-to-use, readily available, and automated physical […]

There is substantial variability in an individual’s ability to increase muscle mass following resistance exercise training (RET). The final chapter of my doctoral thesis is designed to explore the relative influence extrinsic (e.g., the load lifted per repetition) vs. intrinsic (e.g., rates of protein turnover) factors have on RET-induced muscle hypertrophy. I am applying for […]

Infiltration facilities are an effective storm water management practice. The conventional continuous simulation models are widely used in the hydrologic analysis of infiltration facilities in practical engineering practices. However, these continuous simulation models are often time-consuming and data-demanding. The previously proposed analytical probabilistic models can also be used for analyzing hydrologic performance of infiltration facilities, […]

In today’s business context, companies need to release software quickly in order to remain competitive. This requires internal teams to work closely together from the outset. Unfortunately, security is typically considered only at the very end. This means if any issues are discovered by the security team, it requires extensive rework. Typical responses are to […]

Mild Traumatic Brain Injury (mTBI) is a common and devastating condition that severely affects millions of people around the world. Following an mTBI, also known as concussion, a medical professional performs standard neurological tests, however, these tests are very subjective, based on patient-reporting, and provide little to no insight on the severity of an mTBI. […]

Synthetic polymers will be explored as a vehicle to deliver DNA to cells for potential gene therapy applications. Charge-shifting polycations with varying rates of degradation will be studied to test the effectiveness of DNA release, as well as eventual uptake and conversion of the DNA to produce a targeted protein (i.e. transfection). The varying rates […]

In recent years, the Mediterranean Sea has become a visible site of exclusion characterized by the graphic imagery of boats filled with migrants en route to the European Union (EU). Often marked with tragedy and loss of life, these narratives are routinely accompanied by vivid depictions of rescues at sea being conducted by Frontex, the […]