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Publication type: Article in Proceedings
Author: Dirk Wilking, Thomas Röfer
Title: Real-time Object Recognition Using Decision Tree Learning
Book / Collection title: RoboCup 2004: Robot World Cup VIII
Volume: 3276
Page(s): 556 – 563
Series: Lecture Notes in Artificial Intelligence
Year published: 2005
Publisher: Springer
Abstract: An object recognition process in general is designed as a domain specific, highly specialized task. As the complexity of such a process tends to be rather inestimable, machine learning is used to achieve better results in recognition. The goal of the process presented in this paper is the computation of the pose of a visible robot, i. e. the distance, angle, and orientation. The recognition process itself, the division into subtasks, as well as the results of the process are presented. The algorithms involved have been implemented and tested on a Sony Aibo.
PDF Version: http://www.informatik.uni-bremen.de/kogrob/papers/rc05-objectrecognition.pdf
Status: Reviewed
Last updated: 06. 11. 2013

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