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检索条件"机构=Vision and Image Processing Lab Systems Design Engineering"
80 条 记 录,以下是1-10 订阅
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Autocalibration for Creating 2D/3D Displays on Complex Geometric Surfaces
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Information Display 2022年 第6期38卷 31-37页
作者: Arnold, Katherine Fieguth, Paul Dennison, Andrew Vision and Image Processing Lab University of Waterloo Canada Systems Design Engineering Department University of Waterloo Canada Software Solutions Development Department Christie Digital Systems
Geometric calibration methods tend to rely on precalibrated cameras or real calibration targets. Here we explore the chal-lenge of achieving a sufficiently accurate projector system calibration for complex projection ... 详细信息
来源: 评论
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging
arXiv
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arXiv 2025年
作者: Dewbury, Jarett Tai, Chi-En Amy Wong, Alexander Vision and Image Processing Group Systems Design Engineering University of Waterloo Canada
Prostate cancer (PCa) is the most prevalent cancer among men in the United States, accounting for nearly 300,000 cases, 29% of all diagnoses and 35,000 total deaths in 2024. Traditional screening methods such as prost... 详细信息
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Particle-Filtering-based Latent Diffusion for Inverse Problems
arXiv
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arXiv 2024年
作者: Nazemi, Amir Sepanj, Mohammad Hadi Pellegrino, Nicholas Czarnecki, Chris Fieguth, Paul Vision & Image Processing Lab Department of Systems Design Engineering University of Waterloo WaterlooON Canada
Current strategies for solving image-based inverse problems apply latent diffusion models to perform posterior sampling. However, almost all approaches make no explicit attempt to explore the solution space, instead d... 详细信息
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A Unified Model Selection Technique for Spectral Clustering Based Motion Segmentation
arXiv
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arXiv 2024年
作者: Huang, Yuxiang Zelek, John Vision and Image Processing Lab System Design Engineering University of Waterloo Canada
Motion segmentation is a fundamental problem in computer vision and is crucial in various appications such as robotics, autonomous driving and action recognition. Recently, spectral clustering based methods have shown... 详细信息
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Memory-Efficient Continual Learning Object Segmentation for Long Videos
arXiv
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arXiv 2023年
作者: Nazemi, Amir Shafiee, Mohammad Javad Gharaee, Zahra Fieguth, Paul Vision & Image Processing Lab Department of Systems Design Engineering University of Waterloo WaterlooON Canada
Recent state-of-the-art semi-supervised Video Object Segmentation (VOS) methods have shown significant improvements in target object segmentation accuracy when information from preceding frames is used in segmenting t... 详细信息
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Dataset for Real-World Human Action Detection Using FMCW mmWave Radar
arXiv
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arXiv 2024年
作者: Jayabahu, Dylan Siva, Parthipan Chirp Inc Canada Vision and Image Processing Group Systems Design Engineering University of Waterloo Canada
Human action detection using privacy-preserving mmWave radar sensors is studied for its applications in healthcare and home automation. Unlike existing research, limited to simulations in controlled environments, we p... 详细信息
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Self-Supervised Learning Using Nonlinear Dependence
arXiv
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arXiv 2025年
作者: Sepanj, M. Hadi Ghojogh, Benyamin Fieguth, Paul Vision and Image Processing Group Systems Design Engineering University of Waterloo ON Canada Department of Electrical and Computer Engineering University of Waterloo ON Canada
Self-supervised learning has gained significant attention in contemporary applications, particularly due to the scarcity of labeled data. While existing SSL methodologies primarily address feature variance and linear ... 详细信息
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The Influence of Input Variable Selection on Deep Learning-Based Sea Ice Parameter Inversion from Multi-Sensor Satellite Data
The Influence of Input Variable Selection on Deep Learning-B...
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2023 MTS/IEEE U.S. Gulf Coast, OCEANS 2023
作者: Chen, Xinwei Patel, Muhammed Cantu, Fernando J. Pena Park, Jinman Turnes, Javier Noa Jiang, Mingzhe Xu, Linlin Scott, K. Andrea Clausi, David A. Huang, Weimin University of Waterloo Vision and Image Processing Lab Department of System Design Engineering Canada Memorial University of Newfoundland Faculty of Engineering and Applied Science St. John'sNLA1B 3X5 Canada
The automated mapping of Arctic sea ice using satellite data from various sources plays a critical role in maritime shipping and climate science research. Deep learning models, particularly convolutional neural networ... 详细信息
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REGION-LEVEL labELS IN ICE CHARTS CAN PRODUCE PIXEL-LEVEL SEGMENTATION FOR SEA ICE TYPES
arXiv
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arXiv 2024年
作者: Patel, Muhammed Chen, Xinwei Xu, Linlin Chen, Yuhao Scott, K. Andrea Clausi, David A. Vision and Image Processing Lab Systems Design Engineering University of Waterloo Canada School of Marine Science and Engineering South China University of Technology China Department of Mechanical and Mechatronics Engineering University of Waterloo Canada
Fully supervised deep learning approaches have demonstrated impressive accuracy in sea ice classification, but their dependence on high-resolution labels presents a significant challenge due to the difficulty of obtai... 详细信息
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MGSO: Monocular Real-time Photometric SLAM with Efficient 3D Gaussian Splatting
arXiv
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arXiv 2024年
作者: Hu, Yan Song Abboud, Nicolas Ali, Muhammad Qasim Yang, Adam Srebrnjak Elhajj, Imad Asmar, Daniel Chen, Yuhao Zelek, John S. Vision and Image Processing Lab The Faculty of System Design Engineering The University of Waterloo 200 University Avenue West WaterlooON Canada Vision and Robotics Lab Maroun Semaan Faculty of Engineering and Architecture American University of Beirut Riad El Solh Beirut1107 2020 Lebanon
Real-time SLAM with dense 3D mapping is computationally challenging, especially on resource-limited devices. The recent development of 3D Gaussian Splatting (3DGS) offers a promising approach for real-time dense 3D re... 详细信息
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