Homography Estimation with Convolutional Neural Networks Under Conditions of Variance

David Niblick, Avinash Kak

Planar homography estimation is foundational to many computer vision problems, such as Simultaneous Localization and Mapping (SLAM) and Augmented Reality (AR). However, conditions…