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IROS
2006
IEEE
128views Robotics» more  IROS 2006»
13 years 11 months ago
Improving Data Association in Vision-based SLAM
— This paper presents an approach to vision-based simultaneous localization and mapping (SLAM). Our approach uses the scale invariant feature transform (SIFT) as features and app...
Arturo Gil, Óscar Reinoso, Óscar Mar...
ICRA
2007
IEEE
144views Robotics» more  ICRA 2007»
13 years 11 months ago
Improved Data Association for ICP-based Scan Matching in Noisy and Dynamic Environments
— This paper presents a technique to improve the data association in the Iterative Closest Point [2] based scan matching. The method is based on a distance-filter constructed on...
Diego Rodríguez-Losada, Javier Minguez
ICIP
2007
IEEE
13 years 11 months ago
Energetic Particle Filter for Online Multiple Target Tracking
Online target tracking requires to solve two problems: data association and online dynamic estimation. Usually, association effectiveness is based on prior information and observa...
Abir El Abed, Séverine Dubuisson, Dominique...
CVPR
2008
IEEE
13 years 11 months ago
Global data association for multi-object tracking using network flows
We propose a network flow based optimization method for data association needed for multiple object tracking. The maximum-a-posteriori (MAP) data association problem is mapped in...
Li Zhang, Yuan Li, Ramakant Nevatia