arxivcs.CV2026-07-16
Hough-SIFT: Robust Image Registration for Linear Structures via Hough Space
Image registration is essential in applications such as electronic image stabilization. Scale-Invariant Feature Transform (SIFT), a widely used local keypoint detector and descriptor, typically provides accurate registration; however, it often fails in scenes with strong linear s…