Towards a Unified Approach to Homography Estimation Using Image Features and Pixel Intensities

Lucas Nogueira, Ely C. de Paiva, Geraldo Silvera

The homography matrix is a key component in various vision-based robotic tasks. Traditionally, homography estimation algorithms are classified into feature- or intensity-based. The…