Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling Parisa Abdolrahim Poorheravi, Benyamin Ghojogh, Vincent Gaudet, Fakhri Karray, Mark Crowley PDF
Deep Residual Transform for Multi-scale Image Decomposition Yuhao Chen, Alexander Wong, Yuan Fang, Yifan Wu, Linlin Xu PDF
BenderNet and RingerNet: Highly Efficient Line Segmentation Deep Neural Network Architectures for Ice Rink Localization Pascale Walters, David Clausi, Alexander Wong, Mehrnaz Fani PDF
Where Should We Begin? A Low-Level Exploration of Weight Initialization Impact on Quantized Behaviour of Deep Neural Networks Stone Yun, Alexander Wong PDF
Comparison of Foveated Downsampling Techniques in Image Recognition Parsa Torabian, Ronak Pradeep, Jeff Orchard, Bryan Tripp PDF
Image Scale Estimation Using Surface Textures for Quantitative Visual Inspection Juan Park, Chul Min Yeum, Trevor Hrynyk PDF
A Tool for Annotating Homographies from Hockey Broadcast Video Pascale Walters, Mehrnaz Fani, David Clausi, Alexander Wong PDF
Challenges of Deep Learning-based Text Detection in the Wild Zobeir Raisi, Mohamed A. Naiel, Paul Fieguth, Steven Wardell, John Zelek PDF
COVID-19 Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks with Weights Imprinting Approach Hala As'ad, Hilda Azmi, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong PDF
COVIDNet-CT: Detection of COVID-19 from Chest CT Images using a Tailored Deep Convolutional Neural Network Architecture Hayden Gunraj, Linda Wang, Alexander Wong PDF
Where do Clinical Language Models Break Down? A Critical Behavioural Exploration of the ClinicalBERT Deep Transformer Model Alexander MacLean, Alexander Wong PDF
2D Positional Embedding-based Transformer for Scene Text Recognition Zobeir Raisi, Mohamed A. Naiel, Paul Fieguth, Steven Wardell, John Zelek PDF
Improved Deep Convolutional Neural Network with Age Augmentation for Facial Emotion Recognition in Social Companion Robotics Steven Lawrence, Taif Anjum, Amir Shabani PDF
Seeing the Forest from the Trees: A Novel Deep Learning-Driven Aggregate Embedding for Group-Level Analysis of Public Health Data Alexander MacLean, Yang Yang, Helen Chen, Alexander Wong PDF
Why Can’t Neural Networks Forecast Pandemics Better Joshua D. Zelek, John S. Zelek, Alexander Wong PDF
Time-Series Causality with Missing Data Bo Yuan Chang, Mohamed A. Naiel, Steven Wardell, Stan Kleinikkink, John S. Zelek PDF
PlasticNet: Deep Learning for Automatic Microplastic Recognition via FT-IR Spectroscopy Ziang Zhu, Wayne Parker, Alexander Wong PDF
Temporally Consistent Edge-Informed Video Super-Resolution (Edge-VSR) Ayush Singh, Mehran Ebrahimi PDF
Locally Adaptive Thresholding for Single-Shot Structured Light Patterns Kasra Sadatsharifi, Mohamed A. Naiel, Mark Lamm, Paul Fieguth PDF
Real-time Quantitative Visual Inspection using Extended Reality Zaid Abbas Al-Sabbag, Jason Paul Connelly, Chul Min Yeum, Sriram Narasimhan PDF
Methods of Evaluating 3D Perception Systems for Unstructured Autonomous Logistics Dylan Do Couto, Joseph Butterfield, Adrian Murphy, Joseph Coleman PDF
Rectification Based Single-Shot Structured Light for Accurate and Dense 3D Reconstruction Sina Farsangi, Mohamed A. Naiel, Mark Lamm, Paul Fieguth PDF
Constraints for Time-Multiplexed Structured Light with a Hand-held Camera Sepehr Ghavam, Matthew Post, Mohamed A. Naiel, Mark Lamm, Paul Fieguth PDF
Evaluation of Solving Methods for the Fundamental Matrix Computation Katherine Arnold, Mohamed A. Naiel, Mark Lamm, Paul Fieguth PDF