Table of contents

1. Enhancing Reinforcement Learning in Vision-Based Environments with Optical Flow

   Amartya Mukherjee, Jun Liu

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2. Context-Aware Augmentation for Contrastive Self-Supervised Representation Learning

   Hadi Sepanj, Paul Fieguth

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3. Unsupervised Methods for Fly Sperm Motility Analysis

   John W Thomson, Jinman Park, Veronika Magdanz, David A Clausi

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4. Towards Precision in Ocular Surface Temperature Measurement: Improvements in the ThermOcular System's Image Segmentation

   Navid Shahsavari, Paul Murphy, Alexander Wong, Ehsan Zare Bidaki

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5. VIP-HTD : A Public Benchmark for Multi-Player Tracking in Ice Hockey

   Harish Prakash, Yuhao Chen, Sirisha Rambhatla, David A Clausi, John Zelek

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6. Depth Estimation to Enhance Multi-object Tracking for Ice Hockey Analytics

   Ken M Nsiempba

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7. The Effects of Label Errors in Training Data on Model Performance and Overfitting

   Nicholas Pellegrino, Nolen Zhao, Paul Fieguth

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8. Evaluation Methods for Synthetic Data in Pursuit of Open Data

   Bing Hu, Mohammad Ahmed Basri, Abu Yousuf Md Abdullah, Shu-Feng Tsao, Zahid Butt, Helen Chen

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9. Incorporating Attention Mechanism and Word Embeddings for Generating Image Captions

   Desiree D'Mello, Garima Bajwa

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10. Explainable Age Predictions from Electroencephalography Data

    Zara Cook, Grant Sinha, Chengzong Zhao, Ze Feng Wang, Sam Doesburg, George Medvedev, Urs Ribary, Vasily Vakorin, Nabil Belacel, PENGCHENG XI

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11. Vision Transformers for Age Prediction from Gait Energy Image Data

    Chengzong Zhao, Ze Feng Wang, Zara Cook, Grant Sinha, Simon Li, Chang Shu, PENGCHENG XI

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12. Out-of-Focus Camera Calibration

    Ryan Schmalenberg, John Zelek

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13. Towards Agile Human Pose Estimation: A Benchmark Study in Ice Hockey Analytics

    Bavesh Balaji, David A Clausi

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14. Beyond the Scoreboard: Advancing Fairness in Athlete Selection with Simulation-Based Tournament Strategies

    E. Zhixuan Zeng, Yuhong Zeng

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15. Integrating Inertial Data to a Hybrid Direct-Indirect Visual SLAM System

    Yan Song Hu

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16. Vertebral Detection and Labelling Using Deep Learning for Spine MRI Registration

    Jonathan Chu, Michael Hardisty, Alexander Wong, Stewart McLachlin

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17. A Unified Model Selection Technique for Spectral Clustering Based Motion Segmentation

    Yuxiang Huang, John Zelek

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18. Fast, Accurate and Object Boundary-Aware Surface Normal Estimation from Depth Maps

    Saed Moradi, Hadi Sepanj, Alireza Memarmoghadam, Denis Laurendeau, Paul Fieguth

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19. A Hyperparameter Tuning Framework for Tabular Synthetic Data Generation Methods

    Mohammad Ahmed Basri, Bing Hu, Abu Yousuf Md Abdullah, Shu-Feng Tsao, Zahid Butt, Helen Chen

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20. DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence

    Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong

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21. Generating Synthetic Geolocation Data using Conditional Tabular Generative Adversarial Networks: Issues and Challenges

    Abu Yousuf Md Abdullah, Bing Hu, Mohammad Ahmed Basri, Shu-Feng Tsao, Zahid Butt, Helen Chen

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22. Region-level Ground Truth can produce Pixel-level Segmentation for Sea Ice Concentration

    Muhammed Patel, Xinwei Chen, Linlin Xu, Yuhao Chen, K Andrea Scott, David A Clausi

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