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Now showing items 11-20 of 23
Single magnetic resonance image super-resolution using generative adversarial network
(2022-08-01)
Super-Resolution is the process of converting given low-resolution images into corresponding high-resolution ones. The resolution enhancement process applied to medical images can potentially improve diagnostic accuracy ...
Magic Pen: automatic pen-mode switching for document annotation
(2022-08-01)
Traditional digital pen interfaces use menu buttons to change pen modes, resulting in time and cognitive load spent on round-trips and potential errors from tapping small mode selection buttons. This thesis presents Magic ...
TCP congestion control using reinforcement learning
(2022-10-01)
TCP, a transport layer protocol which ensures the reliable delivery of information on the network, is the basis of Internet connectivity, with 85% of the worlds Internet traffic being TCP based. TCP however, is slow to ...
A modular approach to image matting
(2022-11-01)
Image matting is the art of creating an accurate alpha matte for the purpose of foreground separation in an image or video. Although there have been many methods which only require an input image, the best-performing image ...
Virtual machine detection through Central Processing Unit (CPU) detail anomalies
(2022-12-01)
Malware analysts commonly use virtual machines to provide safe environments to study malware. Malware authors in response, include virtual machine detection functions in their malware so it changes its behavior should a ...
Raising the bar for password crackers: improving the quality of honeywords with deep neural networks
(2022-12-01)
Honeywords are fictitious passwords inserted into databases in order to identify password breaches. Producing honeywords that are difficult to distinguish from actual passwords automatically is a time-consuming and ...
Multi-scale local explanation approach for image analysis using model-agnostic explainable artificial intelligence (XAI)
(2022-08-01)
The recent success of deep neural networks has generated a remarkable growth in Artificial Intelligence (AI) research, and it received much interest over the past few years. However, one of the main challenges for the broad ...
Simulation and modelling to develop a nanopore-based device for ricin detection
(2022-08-01)
Nanopore-based protein detection represents an exciting opportunity to develop ultrasensitive diagnostic devices that are both portable and affordable. Aptamer-encoded nanopores detect target molecules by binding to them ...
Development of upper limb customized non- isomorphic VR interact ions for reaching, grabbing, and placing objects
(2022-08-01)
Virtual Reality (VR) is becoming adopted in education, training, and entertainment due to its growing affordability. The variability of user preferences and physical capabilities in VR requires configurable settings in ...
Investigating proteomic profiles of skin mucus and blood plasma of rainbow trout (Oncorhynchus mykiss) exposed to low concentrations of waterborne nickel
(2022-08-01)
The Ontario Ring of Fire located in the James Bay Lowlands is a nickel rich ore with ongoing mining proposals. This raises the possibility of nickel contamination in one of Ontario’s most precious freshwater regions and ...