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JFR
2008
87views more  JFR 2008»
13 years 6 months ago
Hough based terrain classification for realtime detection of drivable ground
The usability of mobile robots for surveillance, search and rescue missions can be significantly improved by intelligent functionalities decreasing the cognitive load on the opera...
Jann Poppinga, Andreas Birk 0002, Kaustubh Pathak
ICRA
2007
IEEE
147views Robotics» more  ICRA 2007»
14 years 17 days ago
Classification-Based Wheel Slip Detection and Detector Fusion for Outdoor Mobile Robots
— This paper introduces a signal-recognition based approach for detecting autonomous mobile robot immobilization on outdoor terrain. The technique utilizes a support vector machi...
Chris C. Ward, Karl Iagnemma
ISER
1999
Springer
84views Robotics» more  ISER 1999»
13 years 10 months ago
Preliminary Results on the use of Stereo, Color Cameras and Laser Sensors in Antarctica
Abstract: In November of 1998, an expedition from Carnegie Mellon University travelled to the Patriot Hills, Antarctica. The purpose of the expedition was to demonstrate autonomous...
Nicolas Vandapel, Stewart J. Moorehead, William Wh...
ICRA
2009
IEEE
188views Robotics» more  ICRA 2009»
13 years 4 months ago
Onboard contextual classification of 3-D point clouds with learned high-order Markov Random Fields
Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...
Daniel Munoz, Nicolas Vandapel, Martial Hebert
AROBOTS
2008
158views more  AROBOTS 2008»
13 years 6 months ago
Learning traversability models for autonomous mobile vehicles
Autonomous mobile robots need to adapt their behavior to the terrain over which they drive, and to predict the traversability of the terrain so that they can effectively plan thei...
Michael Shneier, Tommy Chang, Tsai Hong, William P...