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ICRA
2008
IEEE
170views Robotics» more  ICRA 2008»
15 years 4 months ago
Human detection using iterative feature selection and logistic principal component analysis
— We present a fast feature selection algorithm suitable for object detection applications where the image being tested must be scanned repeatedly to detected the object of inter...
Wael Abd-Almageed, Larry S. Davis
ICRA
2006
IEEE
123views Robotics» more  ICRA 2006»
15 years 3 months ago
Bounding Uncertainty in EKF-SLAM: the Robocentric Local Approach
— This paper addresses the consistency issue of the Extended Kalman Filter approach to the simultaneous localization and mapping (EKF-SLAM) problem. Linearization of the inherent...
Ruben Martinez-Cantin, José A. Castellanos
SBRN
2008
IEEE
15 years 4 months ago
Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir Computing
The design of an autonomous navigation system for mobile robots can be a tough task. Noisy sensors, unstructured environments and unpredictability are among the problems which mus...
Eric A. Antonelo, Benjamin Schrauwen, Dirk Strooba...
RAS
2007
98views more  RAS 2007»
14 years 9 months ago
Occupancy grids building by sonar and mobile robot
In this paper, a modified method for occupancy grid map building by a moving mobile robot and a scanning ultrasonic range-finder is proposed. The map building process consists o...
Sv. Noykov, Ch. Roumenin
ICRA
2007
IEEE
96views Robotics» more  ICRA 2007»
15 years 4 months ago
Robotic Discovery of the Auditory Scene
- In this work, we describe an autonomous mobile robotic system for finding and investigating ambient noise sources in the environment. Motivated by the large negative effect of am...
Eric Martinson, Alan C. Schultz