Rafik Goubran

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 73

Top Topics

Convolutional Neural Networks

Top Venues

IEEE Instrum. Meas. Mag.

Publications

Brady Laska, Rafik Goubran, Bruce Wallace
Binaural Characterization of Active Noise Cancelling Headphones. I2MTC (2024)
Bruce Wallace, Philippe Masson, Jonathan Ojangole, Kathleen Van Benthem, Chris M. Herdman, Jocelyn Keillor, Rafik Goubran, Frank Knoefel, Shawn Marshall
Assessing Driving Risk Indicators from Large Driving Data Sets. MeMeA (2024)
Aidan Lochbihler, Bruce Wallace, Kathleen Van Benthem, Chris Herdman, Will Sloan, Kirsten Brightman, Frank Knoefel, Shawn Marshall, Rafik Goubran
Multi-Class Gaze Detection in a Dynamic Environment. I2MTC (2024)
Mahya Shahmohammadimehrjardi, R. Bruce Wallace, Adrian D. C. Chan, Rafik Goubran, Pengcheng Xi, Julio J. Valdés
Multi-Level Method for Sound Source Location Measurement. I2MTC (2024)
Brady Laska, Pengcheng Xi, Julio J. Valdés, R. Bruce Wallace, Rafik Goubran
Zero-Shot Multi-Task Cough Sound Analysis with Speech Foundation Model Embeddings. MeMeA (2024)
Mohsen Sheikh Hassani, James R. Green, Rafik Goubran, Frank Knoefel, Neil Thomas
Proposing a Low-Cost, Transportable Horizontal Binaural Test Using Headphones. MeMeA (2024)
Aidan Lochbihler, R. Bruce Wallace, Kathleen Van Benthem, Chris Herdman, Will Sloan, Kirsten Brightman, Rafik Goubran, Frank Knoefel, Shawn Marshall
Metrics in a Dynamic Gaze Environment. MeMeA (2024)
Emma Boulay, Bruce Wallace, Kathleen C. Fraser, Manuela Kunz, Rafik Goubran, Frank Knoefel, Neil Thomas
A Cost-Effective Webcam Eye-Tracking Algorithm for Robust Classification of Fixations and Saccades. I2MTC (2024)
Brady Laska, Julio J. Valdés, Pengcheng Xi, Rafik Goubran, Bruce Wallace, Madison Cohen-McFarlane, Frank Knoefel
Cough Sound Analysis using Vocal Tract Models. I2MTC (2024)
Diane Elhajjar, Bruce Wallace, Andrew Law, Rafik Goubran, Frank Knoefel
Machine Learning Assessment of Heart Rate Confidence from Video Magnification. BIBE (2023)
Saiful Huq, Pengcheng Xi, Rafik Goubran, Frank Knoefel, James R. Green
Data Augmentation and Deep Learning in Audio Classification Problems: Alignment Between Training and Test Environments. BIBE (2023)
Diane Elhajjar, Bruce Wallace, Andrew Law, Rafik Goubran, Frank Knoefel
Assessing Confidence in Video Magnification Heart Rate Measurement using Multiple ROIs. I2MTC (2023)
Saiful Huq, Pengcheng Xi, Rafik Goubran, Julio J. Valdés, Frank Knoefel, James R. Green
Data Augmentation using Reverb and Noise in Deep Learning Implementation of Cough Classification. MeMeA (2023)
Brady Laska, Bruce Wallace, Abagael Hudak, Rafik Goubran
Room Acoustic Characterization with Smartphone-Based Automated Speech Recognition. SAS (2023)
Emma Boulay, Bruce Wallace, Kathleen C. Fraser, Manuela Kunz, Rafik Goubran, Frank Knoefel, Neil W. Thomas
Design and Validation of a System to Synchronize Speech Recognition and Eye-Tracking Measurements. SAS (2023)
Zhenyu Zhang, Yichun Shen, Julio J. Valdés, Saiful Huq, Bruce Wallace, James Green, Pengcheng Xi, Rafik Goubran
Domestic Sound Classification with Deep Learning. SAS (2023)
Bruce Wallace, Abigael Schonewille, Kathleen Van Benthem, Chris Herdman, Jocelyn Keillor, Rafik Goubran, Frank Knoefel, Shawn Marshall
Big Data Analysis of Canadian Drivers Using OBDII Sensor Data: The Impact of the Pandemic. SAS (2023)
Philippe Masson, Bruce Wallace, James Green, Rafik Goubran
Comparison of Spatial Coverage of LiDAR Systems for In Home Activity of Daily Living Applications. SAS (2023)
Rafik Goubran, Sreeraman Rajan, Alessandro Depari
Welcome Message. SAS (2023)
Manuela Kunz, Arsalan Syed, Kathleen C. Fraser, Bruce Wallace, Rafik Goubran, Frank Knoefel, Neil Thomas
Reducing Fixation Error Due to Natural Head Movement in a Webcam-Based Eye-Tracking Method. SAS (2023)
Geoffrey C. Green, Martin Bouchard, Rafik Goubran, Rebecca Robillard, Caitlin Higginson, Elliott Lee, Frank Knoefel
Sleep-Wake and Body Position Classification with Deep Learning using Pressure Sensor Mat Measurements. MeMeA (2023)
Matthew Stewart, Caitlin Higginson, Julien Larivière-Chartier, Rebecca Robillard, James Green, Rafik Goubran, Frank Knoefel
Decision Fusion in Automated Sleep Apnea Classification Using Multple Polysomnography Sensors and Convolutional Neural Networks. SAS (2023)
Bruce Wallace, Frank Knoefel, Rafik Goubran, Heidi Sveistrup, Neil W. Thomas
Measurement and Applications. IEEE Instrum. Meas. Mag. 26 (7) (2023)
Diane Elhajjar, Bruce Wallace, Andrew Law, Rafik Goubran, Frank Knoefel
A Confidence Framework Through Temporal Averaging for Heart Rate Estimation in Video Magnification. SAS (2023)
Ashi Agarwal, Bruce Wallace, Rafik Goubran, Frank Knoefel, Neil W. Thomas
Method to Improve Gait Speed Assessment for Low Frame Rate AI Enabled Visual Sensor. SAS (2022)
Bruce Wallace, Leen Yassin Kassab, Andrew Law, Rafik Goubran, Frank Knoefel
Contactless Remote Assessment of Heart Rate and Respiration Rate Using Video Magnification. IEEE Instrum. Meas. Mag. 25 (1) (2022)
Leen Yassin Kassab, Andrew Law, Bruce Wallace, Julien Larivière-Chartier, Rafik Goubran, Frank Knoefel
The Effect of Noise on Contactless Heart Rate Measurement using Video Magnification. I2MTC (2022)
Leen Yassin Kassab, Andrew Law, Bruce Wallace, Julien Larivière-Chartier, Rafik Goubran, Frank Knoefel
Effects of Lighting and Window Length on Heart Rate Assessment through Video Magnification. SAS (2022)
Saif Almhairat, Bruce Wallace, Julien Larivière-Chartier, Ali El-Haraki, Rafik Goubran, Frank Knoefel
Maintaining Synchrony of Dual Machine Learning: A Phase-Locked Loop Approach. SAS (2022)
Phillippe Forster, Bruce Wallace, Rafik Goubran, Frank Knoefel
Assessing Activities of Daily Living by Measuring Residential Water Use with Low Cost Thermistors. MeMeA (2022)
Ashi Agarwal, Frank Knoefel, Bruce Wallace, Neil W. Thomas, Rafik Goubran
Walking Gait Speed Measurement U sing Privacy Respecting AI Enabled Visual Sensor. MeMeA (2022)
Julio J. Valdés, Karim Habashy, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel
Cough Classification with Deep Derived Features using Audio Spectrogram Transformer. Big Data (2022)
Madison Cohen-McFarlane, Fatima Hassan, Pengcheng Xi, Bruce Wallace, Rafik Goubran, Frank Knoefel
Impact of face covering models on respiratory sound classification applications. SAS (2022)
Saif Almhairat, Bruce Wallace, Julien Larivière-Chartier, Ali El-Haraki, Rafik Goubran, Frank Knoefel
Network Effects on Dual Machine Learning Models Predicting Smart Home Sensor Measurements. I2MTC (2022)
Madison Cohen-McFarlane, Bruce Wallace, Pengcheng Xi, Rafik Goubran, Frank Knoefel
Feasibility analysis of the fusion of pressure sensors and audio measurements for respiratory evaluations. MeMeA (2022)
Karim Habashy, Julio J. Valdés, Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Rafik Goubran, Frank Knoefel
Cough Classification Using Audio Spectrogram Transformer. SAS (2022)
Saif Almhairat, Bruce Wallace, Julien Larivière-Chartier, Ali El-Haraki, Rafik Goubran, Frank Knoefel
Supportive Smart Home Systems: Utilization Assessment for Internet Service Provider Networks. MeMeA (2021)
Julio J. Valdés, Pengcheng Xi, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel
Analysis of cough sound measurements including COVID-19 positive cases: A machine learning characterization. MeMeA (2021)
Ashi Agarwal, Bruce Wallace, Laura Ault, Julien Larivière-Chartier, Frank Knoefel, Rafik Goubran, Jeffrey Kaye, Zachary T. Beattie, Neil W. Thomas
Using Zigbee Sensors for Ambient Measurement of Human Gait - Analytical Considerations. MeMeA (2021)
Bruno Tardif, David Lo, Rafik Goubran
Measurement and Characterization of Hearing Protection Devices in the Presence of Impulse Sound. MeMeA (2021)
Madison Cohen-McFarlane, Stephanie L. Bennett, Bruce Wallace, Rafik Goubran, Frank Knoefel
Bed-Based Health Monitoring Using Pressure Sensitive Technology: A Review. IEEE Instrum. Meas. Mag. 24 (2) (2021)
Madison Cohen-McFarlane, Pengcheng Xi, Bruce Wallace, Julio J. Valdés, Rafik Goubran, Frank Knoefel
Impact of face coverings on cough measurement characterization. MeMeA (2021)
Madison Cohen-McFarlane, Kevin Dick, James R. Green, Rafik Goubran
Chaos Game Representation of Audio Signals. I2MTC (2021)
Leen Yassin Kassab, Andrew Law, Bruce Wallace, Julien Larivière-Chartier, Rafik Goubran, Frank Knoefel
Effects of Region of Interest Size on Heart Rate Assessment through Video Magnification. MeMeA (2021)
Stephanie L. Bennett, Madison Cohen-McFarlane, Bruce Wallace, Rafik Goubran, Frank Knoefel
The Assessment of Cognitive and Physical Well-Being Through Ambient Sensor Measures of Movement Towards Longitudinal Monitoring of Activities of Daily Living. IEEE Instrum. Meas. Mag. 24 (6) (2021)
Bruce Wallace, Julien Larivière-Chartier, Haoyang Liu, Tom Sloan, Rafik Goubran, Frank Knoefel
Frequency Response of a Novel IR Based Pressure Sensitive Mat for Well-being Assessment. BIBE (2020)
Hilda Azimi, Haoyang Liu, Martin Bilodeau, Bruce Wallace, Martin Bouchard, Rafik Goubran, Frank Knoefel
Cloud Processing of Bed Pressure Sensor Data to Detect Sleep Apnea Events. MeMeA (2020)
Madison Cohen-McFarlane, Rafik Goubran, Bruce Wallace
Challenges with Audio Classification using Image Based Approaches for Health Measurement Applications. MeMeA (2020)
Madison Cohen-McFarlane, Rafik Goubran, Frank Knoefel
Novel Coronavirus Cough Database: NoCoCoDa. IEEE Access 8 (2020)
Ghazal Rouhafzay, Yonggang Li, Haitao Guan, Chang Shu, Rafik Goubran, Pengcheng Xi
An Integrated Deep Architecture for Lesion Detection in Breast MRI. ICPRAI (2020)
Hilda Azimi, Pengcheng Xi, Martin Bouchard, Rafik Goubran, Frank Knoefel
Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat. IEEE Access 8 (2020)
Hilda Azimi, Martin Bouchard, Rafik Goubran, Frank Knoefel
Unobtrusive Screening of Central Sleep Apnea From Pressure Sensors Measurements: A Patient-Specific Longitudinal Study. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Anuradha Rajkumar, Bruce Wallace, Laura Ault, Julien Larivière-Chartier, Frank Knoefel, Rafik Goubran, Jeff Kaye, Neil W. Thomas
Visualizing Effects of COVID-19 Social Isolation with Residential Activity Big Data Sensor Data. IEEE BigData (2020)
Pengcheng Xi, Haitao Guan, Chang Shu, Louis Borgeat, Rafik Goubran
An integrated approach for medical abnormality detection using deep patch convolutional neural networks. Vis. Comput. 36 (9) (2020)
Jennifer Howcroft, Bruce Wallace, Rafik Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel
Repetitively Driven Trips as a Measure of Older Adult Driver Cognitive Health - Three Case Studies. MeMeA (2020)
R. Bruce Wallace, Frank Horsfall, Rafik Goubran, Ali El-Haraki, Frank Knoefel
The Challenges of Connecting Smart Home Health Sensors to Cloud Analytics. SAS (2019)
Jennifer Howcroft, Bruce Wallace, Rafik Goubran, Shawn Marshall, Michelle M. Porter, Frank Knoefel
Trip-Based Measures of Naturalistic Driving: Considerations and Connections With Cognitive Status in Older Adult Drivers. IEEE Trans. Instrum. Meas. 68 (7) (2019)
Stephanie L. Bennett, Rafik Goubran, Frank Knoefel
Examining the Effect of Noise on Biosignal Estimates Extracted through Spatio-Temporal Video Processing. EMBC (2019)
Luke Russell, Rafik Goubran, Felix Kwamena
Emerging Urban Challenge: RPAS/UAVs in Cities. DCOSS (2019)
Laura Ault, R. Bruce Wallace, Rafik Goubran, Sarah Fraser, Eleni Stroulia, Frank Knoefel
Preliminary Results from Longitudinal Balance Assessment for Older Adults with Cognitive Decline. MeMeA (2019)
Pengcheng Xi, Chang Shu, Rafik Goubran
A Unified Deep Learning Framework for Multi-Modal Multi-Dimensional Data. MeMeA (2019)
Madison Cohen-McFarlane, Rafik Goubran, Frank Knoefel
Comparison of Silence Removal Methods for the Identification of Audio Cough Events. EMBC (2019)
Pengcheng Xi, Andrew Law, Rafik Goubran, Chang Shu
Pilot Workload Prediction from ECG Using Deep Convolutional Neural Networks. MeMeA (2019)
Madison Cohen-McFarlane, Rafik Goubran, Frank Knoefel
Design of a System to Measure Spatial Sound Localization Abilities. MeMeA (2018)
Luke Russell, Rafik Goubran, Felix Kwamena
Sensing instrumentation using smartphones: Securing impact and awareness. I2MTC (2018)
Bruce Wallace, Tarek Nasser El Harake, Rafik Goubran, Natalia Valech
Preliminary results for measurement and classification of overnight wandering by dementia patient using multi-sensors. I2MTC (2018)
Luke Russell, Rafik Goubran, Felix Kwamena
Computer vision-assisted human-in-the-loop measurements: augmenting qualitative by increasing quantitative analytics for CI situational awareness. CIVEMSA (2018)
Roger Selzler, James R. Green, Rafik Goubran, Frank Knoefel
Developing a pressure sensitive mat using proximity sensors for vital sign monitoring. I2MTC (2018)
Bruce Wallace, Jennifer Howcroft, Rafik Goubran, Shawn Marshall, Michelle M. Porter, Akram Alakel, Frank Knoefel
Measuring Older Driver Behaviours with Prior and Post Exposure to Collision Locations. MeMeA (2018)
Pengcheng Xi, Chang Shu, Rafik Goubran
Abnormality Detection in Mammography using Deep Convolutional Neural Networks. CoRR (2018)
Luke Russell, Rafik Goubran, Felix Kwamena
Low-cost, rapid deployment, over-the-top HVAC and room thermal efficiency system using open source hardware design. I2MTC (2017)
Pengcheng Xi, Chang Shu, Rafik Goubran
Localizing 3-D Anatomical Landmarks Using Deep Convolutional Neural Networks. CRV (2017)
Madison Cohen-McFarlane, James R. Green, Rafik Goubran, Frank Knoefel
Characterization of measurements from pressure sensitive mats using an anthropomorphic body model. I2MTC (2016)
Michael Rockwood, Bruce Wallace, Rafik Goubran, Frank Knoefel, Shawn Marshall
Adaptive drift calibration of accelerometers with direct velocity measurements. I2MTC (2015)
Bruce Wallace, Rafik Goubran, Frank Knoefel
Measurement of driving routes and correlation to optimal navigation paths. I2MTC (2013)
Payam Moradshahi, Hanieh Chatrzarrin, Rafik Goubran
Cough sound discrimination in noisy environments using microphone array. I2MTC (2013)
Megan Howell Jones, Rafik Goubran, Frank Knoefel
Reliable Respiratory Rate Estimation from a Bed Pressure Array. EMBC (2006)
Jeffery P. Lariviere, Rafik Goubran
GMDF for noise reduction and echo cancellation. IEEE Signal Process. Lett. 7 (8) (2000)