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Incremental Learning for Motion Prediction of Pedestrians and Vehicles - Alejandro Dizan Vasquez Govea - Bog

Bag om Incremental Learning for Motion Prediction of Pedestrians and Vehicles

This book focuses on the problem of moving in a cluttered environment with pedestrians and vehicles. A framework based on Hidden Markov models is developed to learn typical motion patterns which can be used to predict motion on the basis of sensor data.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783642136412
  • Indbinding:
  • Hardback
  • Sideantal:
  • 160
  • Udgivet:
  • 22. Juni 2010
  • Størrelse:
  • 235x155x14 mm.
  • Vægt:
  • 468 g.
  • 2-3 uger.
  • 22. Oktober 2024
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Beskrivelse af Incremental Learning for Motion Prediction of Pedestrians and Vehicles

This book focuses on the problem of moving in a cluttered environment with pedestrians and vehicles. A framework based on Hidden Markov models is developed to learn typical motion patterns which can be used to predict motion on the basis of sensor data.

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