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» An 8x8-Block Based Motion Estimation Using Kalman Filter
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ICPR
2008
IEEE
14 years 8 months ago
Extended Kalman filtering approach to stereo video stabilization
Processing of stereo images has become more and more important in recent years because of the availability of various stereo displaying devices. In particular, stabilizing of ster...
Kai Ki Lee, Kin-hong Wong, Man Kin Leung, Michael ...
ICPR
2006
IEEE
14 years 8 months ago
Real-time Localization in Outdoor Environments using Stereo Vision and Inexpensive GPS
We describe a real-time, low-cost system to localize a mobile robot in outdoor environments. Our system relies on stereo vision to robustly estimate frame-to-frame motion in real ...
Kurt Konolige, Motilal Agrawal
ICRA
2008
IEEE
157views Robotics» more  ICRA 2008»
14 years 2 months ago
Analysis and improvement of the consistency of extended Kalman filter based SLAM
Abstract— In this work, we study the inconsistency of EKFbased SLAM from the perspective of observability. We analytically prove that when the Jacobians of the state and measurem...
Guoquan Huang, Anastasios I. Mourikis, Stergios I....
ICRA
2007
IEEE
190views Robotics» more  ICRA 2007»
14 years 1 months ago
A UPF-UKF Framework For SLAM
— In this paper we propose a SLAM framework which is based on an algorithm that combines an Unscented Particle Filter (UPF) and Unscented Kalman Filters (UKFs). A UPF is used to ...
Xiang Wang, Hong Zhang
IVC
2008
129views more  IVC 2008»
13 years 7 months ago
3D Motion from structures of points, lines and planes
In this article we propose a method for estimating the camera motion from a video-sequence acquired in the presence of general 3D structures. Solutions to this problem are commonl...
Andrea Dell'Acqua, Augusto Sarti, Stefano Tubaro