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Chapter and Conference Paper
Visual Tracking Using Particle Filters with Gaussian Process Regression
Particle degeneracy is one of the main problems when particle filters are applied to visual tracking. The effective solution methods on the degeneracy phenomenon include good choice of proposal distribution an...
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Chapter and Conference Paper
Leveraging Motion Priors in Videos for Improving Human Segmentation
Despite many advances in deep-learning based semantic segmentation, performance drop due to distribution mismatch is often encountered in the real world. Recently, a few domain adaptation and active learning a...
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Chapter and Conference Paper
VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results
Single-object tracking, also known as visual tracking, on the drone platform attracts much attention recently with various applications in computer vision, such as filming and surveillance. However, the lack o...