Our People - Computer Science

Research Interests:

• Assistive Robotics and Rehabilitation Engineering

• Neuromechanical Modeling; Robot-Based System ID
• Human-Robot Interaction and Neural Control
• Movement Analysis and Sensorimotor Deficit Modeling
• Smart Implants and Prosthetics
• Intelligent Systems and Machine Learning 

Google Scholar

Research Interests:

• Simulation, light and matter interactions, biomedical applications
• Predictive simulation of light interactions with organic and inorganic materials
• Realistic modeling of material appearance for image synthesis
• Remote sensing (effects of adverse environmental conditions on crops and forests)
• Biomedical optics (development of procedures and equipment for the prevention and treatment of different medical conditions, from jaundice to skin cancer)

ResearchGate

YouTube channel

Research Interests:

• Multisensory integration
• Perception and action
• Psychophysics
• The vestibular system
• Virtual reality

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ResearchGate

Google Scholar

[Waterloo News] September 25, 2018 "Virtual reality motion sickness may be predicted and counteracted"

[ScienceDaily] December 15, 2018 "Aging warps our perception of time, study finds"

[Record] October 12, 2017 "Aging slows perception of falls: UW study"

Research Interests:

• Responsive, kinetic, distributed architectural environments
• interactive systems applied to built environment
• lightweight structures
• Digital fabrication
• Mixed-material prototyping applied to architectural component systems.  

LinkedIn

ResearchGate

​Google Scholar

[Azure Magazine] June 13, 2018, "transforming future couture' 

[Waterloo Stories] October 23, 2013 "School of Architecture hosts international conference"

[Waterloo Stories] August 9, 2013 "Fashion and the city"

Research Interests:

• Intelligent technology
• Ambient assisted living
• Zero-effort technology
• Aging, health, and wellbeing
• Assistive Technology

Schlegel Research Chair in Technology for Independent Living

LinkedIn

ResearchGate

Google Scholar

Research Interests:

• Biomedical and scientific imaging

• Computer vision and video analysis

• Image processing, segmentation/classification

• Multiresolution techniques

• Automated interpretation of SAR (synthetic aperture radar)

• Remote sensing

• Stochastic models

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ResearchGate

​Google Scholar

[Daily Bulletin] June 1, 2018, 11 CBB Members Named Outstanding Performance Award Winners

[The Record] May 8,2018, have ties with a new Montreal sports analytics research lab in Kitchener

Research Interests:

• Web-based systems and applications (software engineering, applications, open data)
• Software engineering for enterprise management systems (business, government, environment, health)

• Food safety using modern information and communications technology particularly the Cloud, Web and Mobile systems

• Agricultural management, precision agriculture and agri‐food technology, traceability from farm to fork

LinkedIn

ResearchGate

​Google Scholar

Research Interests:

• Human body modeling for safety and protection (impact biomechanics, trauma prediction)
• Material testing, characterization and constitutive models
• Advanced modeling, additive manufacturing
• Structural crashworthiness and lightweight vehicle structures

LinkedIn

Google Scholar

[Waterloo Stories] October 5, 2012 "New virtual crash test dummies will have plenty to say"

Research Interests:

• Coding theory

• Cross-layer optimization

• Multiple-input multiple-output (MIMO) and space-time communications

• Multiuser detection

• Optical communications

• Wireless Communications

• Interface management

Research Interests:

• Cooperative systems and sensor networks (multi-agent, multi-sensor systems)

• Nonlinear, adaptive, and switched dynamical systems; robust adaptive control; nonlinear and adaptive control designs for mechatronic systems

• Control applications (high performance flight and vehicle stability control, biomedical)

• Robotics and intelligent systems (multi-agent, motion planning, vision control, biomedical and assistive robotics)

Google Scholar

Research Interests:

• Computer vision, signal and image processing

• Remote sensing

• Intelligent systems and software

• Multiscale statistical modeling

• Societal and environmental systems

LinkedIn

​[Daily Bulletin] June 1, 2018, 11 CBB Members Named Outstanding Performance Award Winners

Research Interests:

• Assistive technology (physical, cognitive disabilities, dementia)

• Health informatics

• Artificial intelligence

• Computational social science

• Affective computing, computer vision

Research Gate

Google Scholar

[VJDementia] "The complex issue of emotion" 

[Computer Science News] June 29, 2017 "ACT@Home: An emotionally intelligent cognitive assistant to help people with Alzheimer’s disease"

[Waterloo Stories] January 2, 2013 "Making life easier for those living with Alzheimer's"

Research Interests:

• Biomedical systems & biomechatronics - rehabilitation, assistive devices, intelligent design of prostheses and orthoses, 3D body surface measurement
• Optomechatronics - computer vision (2D and 3D), range-image registration, range-sensing, range-sensor design, vision-based 3D surface measurement systems, optical system design, laser-camera range, sensor design, phase-shifting / fringe-projection 3D surface measurement systems, real-time full-field 3D imaging sensors / real-time full-field 3D surface measurement systems, hand-held 3D imaging sensors / hand-held 3D surface measurement systems, vision-based robot control, vision-based human-robot interfaces
• Robotics - robot teleoperation, robot vision, human-robot interfaces, human-robot interaction, human-guided robot learning, vision-based robot control (visual servoing), human-assistive/service robots

Office of Research - Technology Transfer & Commercialization:

• Real-Time Full-Field 3D Shape Measurement

Research Interests:

• Human computation (crowdsourcing)
• Human-in-the-loop intelligent systems
• Online communities and citizen science
• Large-scale collaborative planning systems
• Interaction techniques and incentive mechanisms for volunteer-based human computation systems within Science and Public Health.

LinkedIn

​Google Scholar

[Computer Science News] May 1, 2015 "CIHR-NSERC grant awarded to CS professor"

Research Interests:

• Integrative kidney physiology

• Biofluid dynamics

• Diabetes

• Hypertension

Google Scholar

March 29, 2018 "Canada 150 Research Chair joins Department of Applied Mathematics"

Research Interests:

• Bioinformatics tools (protein structures, genome mapping, conducting homology searches)

• Protein structure prediction, and automated NMR protein structure determination

• Stem cell image recognition

• Deep learning, natural language processing and automated conversation, AI

Google Scholar

Canada Research Chair in Bioinformatics [Canada Research Chair Profile]

The Royal Society of Canada Fellow

[Waterloo Stories] April 5, 2013 "RSVP: Responding to a need"

[Waterloo Stories] July 6, 2012 "Solving life's big issues, one question at a time"

Research Interests:

• Medical device and diagnostic development for hearing and hearing loss
• Audiology and Otolaryngology
• Acoustic, Vibration, physiological and cadaveric measurements, animal models
• Aging, Biomechanics

Research Interests:

• Health informatics

• Information management - financial and healthcare (data standards, security and privacy of health information, data quality, performance management issues)

• Systems to support decision-making

• Design and use of health information systems

• Cost and performance measurement of health services

Research Interests:

• mHealth and wearable technology design
• Ubiquitous sensors for smart homes and remote patient monitoring
• Big data and health data analytics
• Technology to support longer independent living

LinkedIn

Research Gate

Google Scholar

[MaRS] April 26, 2018 "UbiLab team wins Healthy Behaviour Data Challenge"

Research Interests:

• Neural networks and neural learning algorithms
• Dynamical systems and scientific computing
• Computational neuroscience

LinkedIn

ResearchGate

Google Scholar

[CBB researcher story] July 20, 2015 "Computational Perception: How a brain understands its environment"

Research Interests:

• Machine learning and reasoning under uncertainty (artificial intelligence, computational statistics, decision and control theory)

• Health informatics (assistive technologies, behaviour recognition, smart walkers, Alzheimer’s monitoring)

• Natural language understanding (dialogue management, semantic analysis)

Google Scholar

[National Post] May 11, 2018, weighs in on how Google's A.I. personal assistant sparks concerns about future of communication

[The Record] May 8,2018, have ties with a new Montreal sports analytics research lab in Kitchener

[Markets Insider] February 5, 2018 "Borealis AI increases brain power by adding top AI talent"

[The Globe and Mail] February 4, 2018 "How we can leverage AI to bridge academia and business"

[Waterloo Stories] April 12, 2013 "Breaking the fall: Smart walker will help prevent injuries"

Research Interests

• Virtual Reality
• Wearables Devices
• Computer Human Interaction, haptics, design
• Data Science
• Mental Health
• Nutritional Science

Google Scholar

LinkedIn

Research Gate

[YouTube] October 11, 2018 "DualPanto: A Haptic Device that Enables Blind Users to Continuously Interact with Virtual Worlds"

Research Interests

• human visual cortex development and plasticity
• videogames for vision rehabilitation (amblyopia)
• vision loss treatments and rehabilitation
• diagnostics
• imaging

Research Gate

Google Scholar

[YouTube] February 13, 2019 "Teaching an old brain new tricks" TEDxUW

Research Interests:

• Big data, computer vision and image processing, health engineering, terahertz imaging, fuzzy image processing

• Machine intelligence, opposition-based learning, pattern recognition

• Medical imaging and analysis (CT, MR, and ultrasound imaging)

LinkedIn

ResearchGate​

[News Medical Life Sciences] June 28, 2018 Artificial Intelligence and Machine Learning in Medical Imaging

[GRH News] May 31, 2018, "GRH partners with UW researchers and Huron Digital Pathology to create a “digital revolution” in pathology with medical search engine"

[Daily Bulletin] May 29, 2018, $3.7M in funding for AI and medical imaging project

[Exchange Magazine] May 22, 2018, Speaks about “Faster, Better, More Reliable than Deep Features: A Projection-Based, Pathologist-Centric Approach to Identification of Histopathology Images” at the Pathology Informatics Summit  in Pittsburgh, PA.

[Waterloo New] [Engineering News] May 22, 2018, Electrical and Computer Engineering,  $12 million awarded to Waterloo researchers

[YouTube Lecture] January 21, 2015 "BIG Data, Medical Imaging and Machine Intelligence"

[YouTube Lecture] October 1, 2014 "Medical Imaging: Pixels, Consensus and Learning"

[Waterloo Stories] January 9, 2013 "Making it harder for cancer to hide"

Research Interests:

• Medical imaging (processing, registration, cell segmentation, tracking)
• Computer simulations (biomedical, brain and soft tissue injury and biomechanics, architectural, remote sensing, natural phenomena, fine arts)
• Computational finance
• Scientific computing (numerical solutions of partial differential equations, iterative methods, and multigrid preconditioning, parallel computation on high performance platforms)

Canada Research Chair in Scientific Computing [Canada Research Chair Profile]

ResearchGate

Google Scholar

Research Interests:

• Image and signal processing, coding and quality assessment
• Computational vision and pattern analysis
• Multimedia communications
• Biomedical signal and image processing

The Royal Society of Canada Fellow

University Research Chair

Google Scholar

[Waterloo News] October 5, 2015 "Waterloo Engineer wins Emmy Award"

[Waterloo Stories] February 3, 2014 "Engineering professor awarded prestigious fellowship"

Office of Research - Technology Transfer & Commercialization:

• High Performance Video Compression

Research Interests:

• Data mining and bioinformatics

• Machine intelligence, computer vision, intelligence robotics

• Pattern recognition and discovery methods of genomic and proteomic data

• DNA sequencing, colon cancer and leukemia gene and data analysis

[YouTube Lecture] September 19, 2013 "Pattern discovery and analysis of genomic and proteomic data"

Office of Research - Technology Transfer & Commercialization:

• Biosequence Gap Pattern Discovery and Knowledge extraction and confirmation system
• Pattern Alignment Clustering to Reveal Functionality in Biosequences - WeMine™
• Multivariate Times Series Pattern Discovery in a Complex Continuous Industrial Process

Research Interests:

• Biomedical image processing and analysis (prostate, breast, lung and dermatological cancer analysis, retinal photoreceptor and blood vessel analysis, musculoskeletal kinematic analysis

• Remote sensing data processing and analysis (sea ice, underwater object, oil spill analysis)

• Perceptual based video and image processing (noise reduction, compression, enhancement)

• Computer vision and pattern recognition

• Multimedia management systems

• 3D graphics and game development

• Cognitive radio networks

LinkedIn

Google Scholar

Canada Research Chair in Medical Imaging Systems [Canada Research Chair Profile]

[Daily Bulletin] June 1, 2018, 11 CBB Members Named Outstanding Performance Award Winners

[Waterloo News] [CBC News] [Gadgets] May 16, 2018, Co-authors discuss the use of aerobic fitness data from wearable tech to predict illness

[Waterloo News] May 15, 2018 "Researchers combine wearable technology and AI to predict the onset of health problems"

[Global Impact] [570 news] [Youtube] April 11, 2018 "How AI is helping doctors diagnose Cancer" 

[The Star] February 9, 2018 "How TheRedPin aims to take a swipe at the real estate industry"

[Waterloo News] June 7, 2017 "Artificial intelligence-driven imaging research makes diagnosing disease easier"

[Waterloo Stories] January 28, 2017 "Artificial intelligence and the Waterloo-Toronto tech supercluster"

[Waterloo Stories] May 20, 2016 "Breakthrough tech helps doctors more accurately diagnose cancer"

[CBB researcher story] January 9, 2013 "Improving Early Diagnosis to Save Lives"

[Waterloo Stories] January 9, 2013 "Making it harder for cancer to hide"

[YouTube Lecture] October 1, 2014 "Integrative systems for biomedical imaging and analysis"