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Article
Efficient Fourier-Based Approach for Detecting Orientations and Occlusions in Epipolar Plane Images for 3D Scene Modeling
This paper presents a Fourier-based approach for automatically constructing a 3D panoramic model of a natural scene from a video sequence. The video sequences could be captured by an unstabilized camera mounte...
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Article
Modeling and Representations of Large-Scale 3D Scenes
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Article
Harnessing Lab Knowledge for Real-World Action Recognition
Much research on human action recognition has been oriented toward the performance gain on lab-collected datasets. Yet real-world videos are more diverse, with more complicated actions and often only a few of ...
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Article
Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization
As a way to relieve the tedious work of manual annotation, active learning plays important roles in many applications of visual concept recognition. In typical active learning scenarios, the number of labelled...
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Article
Bounding Multiple Gaussians Uncertainty with Application to Object Tracking
This paper proves the uncertainty bound for the multiple Gaussian functions, termed multiple Gaussians Uncertainty (MGU), which significantly generalizes the uncertainty principle for the single Gaussian funct...