Homography Estimation

Homography estimation is a technique in computer vision that aims to determine the geometric relationship between two images of the same scene taken from different viewpoints. This technology achieves image alignment, correction of perspective distortion, or image stitching by identifying a set of corresponding points between the two images and fitting a mathematical model. Common algorithms include direct methods, RANSAC, and machine learning-based approaches.