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» Probabilistic Motion Estimation Based on Temporal Coherence
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NECO
2000
59views more  NECO 2000»
14 years 10 months ago
Probabilistic Motion Estimation Based on Temporal Coherence
Pierre-Yves Burgi, Alan L. Yuille, Norberto M. Grz...
ICCV
1998
IEEE
16 years 25 days ago
Visual Motion Estimation and Prediction: A Probabilistic Network Model for Temporal Coherence
We develop a theory for the temporal integration of visual motion motivated by psychophysical experiments. The theory proposes that input data are temporally grouped and used to p...
Alan L. Yuille, Pierre-Yves Burgi, Norberto M. Grz...
111
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ACCV
2006
Springer
15 years 4 months ago
Dense Motion and Disparity Estimation Via Loopy Belief Propagation
We describe a method for computing a dense estimate of motion and disparity, given a stereo video sequence containing moving non-rigid objects. In contrast to previous approaches, ...
Michael Isard, John MacCormick
99
Voted
ICMLA
2007
15 years 10 days ago
Uncertainty optimization for robust dynamic optical flow estimation
We develop an optical flow estimation framework that focuses on motion estimation over time formulated in a Dynamic Bayesian Network. It realizes a spatiotemporal integration of ...
Volker Willert, Marc Toussaint, Julian Eggert, Edg...
85
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BMVC
1998
15 years 8 days ago
Segmentation of Global Motion using Temporal Probabilistic Classification
The segmentation of pixels belonging to different moving elements within a cinematographic image sequence underpins a range of post-production special effects. In this work, the s...
P. R. Giaccone, Graeme A. Jones