地図表現の動向調査まとめ

Occupancy Grid

  • Occupancy grids: A probabilistic framework for robot perception and navigation
  • Occupancy Grid Models for Robot Mapping in Changing Environments
    • AAAI2012

Continuous Occupancy Map

Gaussian process occupancy map

  • Gaussian process occupancy maps
    • IJRR, 2012
  • Gaussian process occupancy maps for dynamic environments
    • Springer Tracts Advanced Robotics 2015

Hilbert Map

  • Hilbert maps: Scalable continuous occupancy mapping with stochastic gradient descent
  • Bayesian hilbert maps for dynamic continuous occupancy mapping
    • CoRL2017
  • Dynamic Hilbert Maps:Real-Time Occupancy Predictions in Changing Environments
    • Vitor Guizilini, Ransalu Senanayake and Fabio Ramos
    • ICRA2019
    • University of Sydney
  • Fast Stochastic Functional Path Planning in Occupancy Maps
    • Gilad Francis, Lionel Ott and Fabio Ramos
    • ICRA2019
    • University of Sydney

Point Cloud

  • Generalized icp
    • RSS2009
  • Sparse iterative closest point
    • Computer Graphics Forum, 2013
  • A review of point cloud registration algorithms for mobile robotics
    • Foundations and Trends in Robotics, 2015
  • Speeding up Iterative Closest Point Using Stochastic Gradient Descent
    • ICRA2019

未分類

  • Online Continuous Mapping using Gaussian Process Implicit Surfaces
    • Bhoram Lee, Clark Zhang, Zonghao Huang and Daniel D. Lee
    • ICRA2019
    • University of Pennsylvania