A. S. Thomas

Failure or Drift? Evaluating Monocular SLAM under Synthetic and Real-World Corruptions

Visual SLAM is commonly evaluated on clean trajectories, although deployment failures are often caused by adverse weather, illumination, blur, and sensor artifacts. Controlled corruptions are attractive because they isolate such factors, but a synthetic stress test is useful only when it leads to the same engineering c...