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Methods for Appearance-Based Loop Closure Detection|Emilio Garcia-Fidalgo

Methods for Appearance-Based Loop Closure Detection : Applications to Topological Mapping and Image Mosaicking

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Overview

Addresses the vision-based loop closure detection problem from different points of view
Deals with the problem of generating topological maps of the environment using efficient appearance-based loop closure detection techniques
Proposes a Bag of Binary Words (BoBW) approach, which generates the dictionary online, avoiding the classical training step, and this scheme is used to efficiently detect loop closures in the image stream

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Details

  • ISBN-13: 9783319759920
  • ISBN-10: 3319759922
  • Publisher: Springer
  • Publish Date: March 2018
  • Dimensions: 9.21 x 6.14 x 0.5 inches
  • Shipping Weight: 0.97 pounds
  • Page Count: 159

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