Classical Machine Learning
Put the camera views together
A journey through image alignment with Botie.
Classical Machine Learning · A journey with Botie
First visit? Learn the workshop controlsBotie's notebook
How Could We Align Two Views When Some Matches Are Wrong?
Part 1 of 3
Two photographs of a scene may share many recognisable points, yet some proposed matches will be wrong. Repeated windows or similar textures can create convincing false correspondences. Fitting a transformation to all matches indiscriminately can let those errors pull the images out of alignment.