Results of RGBD-SOBS on the SBM-RGBD dataset

  1. : Videos containing strong and mild illumination changes.
  2. : Videos including foreground objects that are very close in color to the background.
  3. : Videos including foreground objects very close in depth to the background.
  4. : Videos with scenarios known for causing "ghosting" artifacts in the detected motion, i.e., abandoned foreground objects or removed foreground objects. Foreground objects should be detected even if they stop moving (abandoned object) or if they were initially stationary and then start moving (removed object).
  5. : Videos showing shadows caused by foreground objects. These can be visible-light shadows in the RGB channels or IR shadows in the depth channel.
  6. : Videos including foreground or background objects that are too close to/far from the sensor.
  7. : Videos including foreground objects in all their frames.