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CVPR
2006
IEEE
15 years 11 days ago
3D People Tracking with Gaussian Process Dynamical Models
We advocate the use of Gaussian Process Dynamical Models (GPDMs) for learning human pose and motion priors for 3D people tracking. A GPDM provides a lowdimensional embedding of hu...
Raquel Urtasun, David J. Fleet, Pascal Fua
ICIP
2003
IEEE
14 years 12 months ago
Sequential Monte Carlo video text segmentation
This paper presents a probabilistic algorithm for segmenting and recognizing text embedded in video sequences. The algorithm approximates the posterior distribution of segmentatio...
Datong Chen, Jean-Marc Odobez
DAC
2004
ACM
14 years 11 months ago
System design for DSP applications in transaction level modeling paradigm
In this paper, we systematically define three transaction level TLMs), which reside at different levels of abstraction between the functional and the implementation model of a DSP...
Abhijit K. Deb, Axel Jantsch, Johnny Öberg
ICML
2008
IEEE
14 years 11 months ago
Tailoring density estimation via reproducing kernel moment matching
Moment matching is a popular means of parametric density estimation. We extend this technique to nonparametric estimation of mixture models. Our approach works by embedding distri...
Alex J. Smola, Arthur Gretton, Bernhard Schöl...
VLSID
2003
IEEE
253views VLSI» more  VLSID 2003»
14 years 10 months ago
High Level Synthesis from Sim-nML Processor Models
The design of modern complex embedded systems require a high level of abstraction of the design. The SimnML[1] is a specification language to model processors for such designs. Se...
Souvik Basu, Rajat Moona