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» Parameter Estimation Using Kalman Filters with Constraints
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ICIP
2008
IEEE
14 years 9 months ago
EKF pose estimation: How many filters and cameras to use?
The Extended Kalman Filter (EKF) is suitable for real-time pose estimation due its low computational demand and ability to handle the nonlinear perspective camera model. There are...
Mohammad Ehab Ragab, Kin-hong Wong, Jun Zhou Chen,...
AIPR
2001
IEEE
13 years 11 months ago
Model-Based Face Tracking for Dense Motion Field Estimation
When estimating the dense motion field of a video sequence, if little is known or assumed about the content, a limited constraint approach such as optical flow must be used. Since...
Timothy F. Gee, Russell M. Mersereau
ICASSP
2011
IEEE
12 years 11 months ago
Human gait parameter estimation based on micro-doppler signatures using particle filters
Monitoring and tracking human activities around restricted areas is an important issue in security and surveillance applications. The movement of different parts of the human body...
M. B. Guldogan, Fredrik Gustafsson, Umut Orguner, ...
ICMENS
2005
IEEE
115views Hardware» more  ICMENS 2005»
14 years 29 days ago
Pulse-actuated micromechanical resonator using digital Kalman observer
The paper presents a digital oscillating loop for a MEMS resonator in which the instantaneous resonator position is estimated on-line with a Kalman observer. The approach is appli...
Éric Colinet, Dimitri Galayko, Jér&o...
ICRA
2007
IEEE
130views Robotics» more  ICRA 2007»
14 years 1 months ago
Mobile Robot Localization based on a Polynomial Approach
— This paper introduces a new analytical algorithm to perform the localization of a mobile robot using odometry and laser readings. Based on a polynomial approach, the proposed a...
C. Manes, Agostino Martinelli, F. Martinelli, P. P...