Browsing Engineering (Faculty of) by Supervisor "Li, Jonathan"
Now showing items 1-3 of 3
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Detection of Small Objects in UAV Images via an Improved Swin Transformer-based Model
(University of Waterloo, 2023-05-23)Automated detection of small objects such as vehicles in images of complex urban environments taken by unmanned aerial vehicles (UAV) is one of the most challenging tasks in computer vision and remote sensing communities, ... -
Multi-sensor Fusion for Positioning and Semantic Information Extraction in Indoor Environments
(University of Waterloo, 2023-05-30)This thesis focuses on three significant challenges in multi-sensor data fusion for real-world uses: (1) Lack of multisensory datasets for mapping and positioning datasets in underground environments, (2) inefficient and ... -
Spectral-Spatial Neural Networks and Probabilistic Graph Models for Hyperspectral Image Classification
(University of Waterloo, 2019-08-16)Pixel-wise hyperspectral image (HSI) classification has been actively studied since it shares similar characteristics with related computer vision tasks, including image classification, object detection, and semantic ...