Video Spatial Recognition

Autonomous unmanned aerial vehicles (UAVs) are receiving significant attention in many communities, including academia, industry, and consumer electronics. SOTI is the world’s most trusted provider of mobile and IoT management solutions and its new aerospace division, SOTI Aerospace is focusing on hardware and software systems to support self-navigating situationally aware aerial drones. This project belongs […]

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Interpretability of machine learning models that predict cognitive impairment from human speech and language

Machine learning has great potential in detecting cognitive, mental and functional health disorders from speech, as acoustic properties of speech and corresponding patterns in language are modified by a variety of health-related effects. Specifically, neural language models, have recently demonstrated impressive abilities in tasks involving linguistic knowledge. Their success in language understanding and classification tasks […]

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Barcode Image Enhancement Using Deep Learning

The use of barcodes to store alphanumeric information has spread from supermarkets to department stores, the health industry and even on the back of our drivers’ license. Recent years have also seen demand to increase the density of information encoded in barcodes. A Drivers’ License has its personal data encoded in the barcode on the […]

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Visualizing information in situ with 3D photorealistic environments

Advances in computer graphics and display technology have brought new opportunities to create stunning visual effects and interactive experiences.Industry concerned with data visualization is seeking to incorporate these advances into their visualization pipelines. For example, our industrial partner LlamaZOO Interactive Inc. attempts to present abstract data situated in 3D realistic scenes. However, most research in […]

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An end-to-end IoT framework for reliable remote and contactless measurement of biometric data

Veyetals online smartphone-based application that can be downloaded through the Apple Store or the Google Play Store. It uses Remote Photoplethysmography (rPPG) technique to extract Blood Volume Pulse (BVP) signal from a face video captured using smart phone camera, and then applies multiple computational algorithms to measure heart rate, heart rate variability, oxygen saturation, and […]

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Large Data Visualization in Real Time

A successful computer application can easily have millions of users, but handling the network traffic generated by millions of users is not easy. The server system has to be well designed in order to properly process large, concurrent, and distributed data streams without affecting user experience. In addition, users do not generate data constantly, they […]

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Artificial Intelligence to Support Autonomous Seabed Mapping Operations

Presently the Ocean Mapping Community is spending a lot of time manually cleaning the raw sonar survey files. If this cleaning process is done by an Artificial Intelligence system as clean as a human would do, this could be transforming the entire Ocean Mapping community. Therefore, we propose a novel solution of using an Artificial […]

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AI Empowered Transaction Interpretation for Ledger Reconciliation

Recent improvements in Cloud Accounting software have reduced the demand for data entry and challenging analysis. However, industry has not totally adopted these new resources and many still use traditional accounting and bookkeeping methods, which require a lot of manual efforts. Paperless system has seen improved accuracy and speed of delivery. With the advance of […]

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Application of a novel cryptographic filesystem to high-security domains

Aerial full-motion video, marine systems and space-based earth observation share key characteristics: they involve critical infrastructure, they rely on sensitive information and they require strong data provenance. We have applied cryptographic techniques — derived from both historic security protocols and newer blockchain systems — to create a novel research cryptographic filesystem in a previous Mitacs […]

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In vitro evaluation and understanding of fabrics interaction with skin cells and dominant skin microbiome: a concurrent material degradation and health implication

Textile industry has been revolutionized over the years with inventions and creative innovations on fabrics to improve performance, comfort and durability. Developing such high performance and durable textiles without compromising human safety is a major challenge. This project will investigate the interactions between fabric systems with human skin and major skin colonizing bacteria. In addition, […]

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