Landmark extraction

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Source: SLAM for Dummies

Basic landmark extraction using a laser scanner

  1. Spike algorithm
  2. RANSAC  ( EKF handles points)
  3. Expansion of RANSAC so that EKF handles lines
  4. Scan-matching: two successive laser scans are matched

Spike and RANSAC are good for indoor environments