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Image Stitching

Image stitching in python and opencv:

  • Perspective Stitch
  • Affine Stitch

Stitching in 2D considered in Super Mario Brothers game.

Here are a couple of stitched images:

Stitched Image

Stitched Image

Next Steps:

  • Use cross-correlation of intersection of previous frame and current frame to measure loss
  • Observe pixels over time and choose the pixel value that appears the most (This will get rid of Goombas and Koopas when building maps)
  • Keyframing and Bundle Adjustment?

Future Work:

  • Build a predictive model for Mario's movement
  • Implement baby 2D SLAM for Super Mario