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ICRA
2007
IEEE
103views Robotics» more  ICRA 2007»
14 years 2 months ago
Particle Filtering on the Euclidean Group
Abstract— We address general filtering problems on the Euclidean group SE(3). We first generalize, to stochastic nonlinear systems evolving on SE(3), the particle filter of Li...
Junghyun Kwon, Minseok Choi, Changmook Chun, Frank...
IJCNN
2006
IEEE
14 years 2 months ago
Rao-Blackwellized Particle Filtering for Sequential Speech Enhancement
— In this paper we present a method of sequential speech enhancement, where we infer clean speech signal using a Rao-Blackwellized particle filter (RBPF), given a noisecontamina...
Sunho Park, Seungjin Choi
ROBOCUP
2005
Springer
85views Robotics» more  ROBOCUP 2005»
14 years 1 months ago
Particle-Filter-Based Self-localization Using Landmarks and Directed Lines
The paper presents the self-localization approach used by the World Champion in the Sony Four-Legged Robot League 2004. The method is based on a particle filter that makes use of ...
Thomas Röfer, Tim Laue, Dirk Thomas
ICASSP
2010
IEEE
13 years 8 months ago
Particle filtering based recovery of noisy GARCH processes
In this paper, we address the problem of enhancement of a noisy GARCH process using a particle filter. We compare our approach experimentally to a previously developed recursive ...
Tomer Michaeli, Israel Cohen
ICPR
2006
IEEE
14 years 9 months ago
Tracking 3D Human Body using Particle Filter in Moving Monocular Camera
In this paper, we propose a method for human tracking using 3D human body model in a video sequence with a monocular moving camera. Tracking a human with unconstrained movement in...
Sungmin Kim, Chang-Beom Park, Seong-Whan Lee