Sampson distance based joint estimation of multiple homographies with uncalibrated cameras ?
Practitioners typically estimate multiple homographies separately. Separate estimation does not enforce inter-homography constraints. We jointly estimate homographies so that all constraints are satisfied. Enforcing inter-homography constraints improves accuracy considerably. Our cost function operates directly on image points via the Sampson distance.
sampson distance multiple homographies parameter estimation maximum likelihood latent variables