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TSP
2011
104views more  TSP 2011»
13 years 3 months ago
Decentralized Particle Filter With Arbitrary State Decomposition
—In this paper, a new particle filter (PF) which we refer to as the decentralized PF (DPF) is proposed. By first decomposing the state into two parts, the DPF splits the filte...
Tianshi Chen, Thomas B. Schön, Henrik Ohlsson...
ICASSP
2011
IEEE
13 years 6 days ago
Instantaneous phase tracking of oscillatory signals using emd and Rao-Blackwellised particle filtering
A new method for instantaneous phase tracking of oscillatory signals in a narrow band frequency range is proposed. Empirical mode decomposition (EMD), as an adaptive and data-driv...
Delaram Jarchi, Bahador Makkiabadi, Saeid Sanei
ISBI
2011
IEEE
13 years 5 days ago
Automated lineage tree reconstruction from Caenorhabditis elegans image data using particle filtering based cell tracking
Caenorhabditis elegans is an important model organism for the study of molecular mechanisms of development and disease processes, due to its well-known genome and invariant cell l...
Noemí Carranza-Herrezuelo, Ihor Smal, Oleh ...
ICPR
2010
IEEE
13 years 11 months ago
The Fusion of Deep Learning Architectures and Particle Filtering Applied to Lip Tracking
This work introduces a new pattern recognition model for segmenting and tracking lip contours in video sequences. We formulate the problem as a general nonrigid object tracking me...
Gustavo Carneiro, Jacinto Nascimento
CVPR
2000
IEEE
14 years 10 months ago
Articulated Body Motion Capture by Annealed Particle Filtering
Jonathan Deutscher, Andrew Blake, Ian D. Reid