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Semantic labeling of places with mobile robots / Óscar Martínez Mozos.

By: Material type: TextTextSeries: Springer tracts in advanced robotics ; v. 61.Publisher: Berlin : Springer, [2010]Copyright date: ©2010Description: xix, 133 pages : illustrations ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 3642112099
  • 9783642112096
Other title:
  • Semantic labelling of places with mobile robots
Subject(s): DDC classification:
  • 629.892
LOC classification:
  • TJ211.415 .M69 2010
Contents:
1. Introduction -- 2. Supervised Learning -- 3. Semantic Learning of Places from Range Data -- 4. Topological Map Extraction with Semantic Information -- 5. Probabilistic Semantic Classification of Trajectories -- 6. Semantic Information in Exploration and Localization -- 7. Conceptual Spatial Representation of Indoor Environments -- 8. Semantic Information in Sensor Data -- 9. Conclusion -- Appendix A. Simple Features for Place Classification Using Raw Laser Beams -- Appendix B. Simple Features for Place Classification -- Appendix C. Simple Features for People Detection.
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Includes bibliographical references.

1. Introduction -- 2. Supervised Learning -- 3. Semantic Learning of Places from Range Data -- 4. Topological Map Extraction with Semantic Information -- 5. Probabilistic Semantic Classification of Trajectories -- 6. Semantic Information in Exploration and Localization -- 7. Conceptual Spatial Representation of Indoor Environments -- 8. Semantic Information in Sensor Data -- 9. Conclusion -- Appendix A. Simple Features for Place Classification Using Raw Laser Beams -- Appendix B. Simple Features for Place Classification -- Appendix C. Simple Features for People Detection.

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