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PAMI
2002

150views more PAMI 2002»

Object Tracking with Bayesian Estimation of Dynamic Layer Representations

13 years 9 months ago

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Decomposing video frames into coherent two-dimensional motion layers is a powerful method for representing videos. Such a representation provides an intermediate description that e...

Hai Tao, Harpreet S. Sawhney, Rakesh Kumar

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ICMLA
2010

247views Machine Learning» more ICMLA 2010»

Bayesian Classification of Flight Calls with a Novel Dynamic Time Warping Kernel

13 years 7 months ago

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Abstract--In this paper we propose a probabilistic classification algorithm with a novel Dynamic Time Warping (DTW) kernel to automatically recognize flight calls of different spec...

Theodoros Damoulas, Samuel Henry, Andrew Farnswort...

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CVPR
2005
IEEE

334views Computer Vision» more CVPR 2005»

Bayesian Object Detection in Dynamic Scenes

14 years 12 months ago

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Detecting moving objects using stationary cameras is an important precursor to many activity recognition, object recognition and tracking algorithms. In this paper, three innovati...

Yaser Sheikh, Mubarak Shah

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AI
2009
Springer

91views Artificial Intelligence» more AI 2009»

Modeling and Inference with Relational Dynamic Bayesian Networks

14 years 4 months ago

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Cristina E. Manfredotti

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