Beamlet pyramids: a new form of multiresolution analysis suited for extracting lines, curves, and objects from very noisy image data

Abstract

We describe a multiscale pyramid of line segments and develop algorithms which exploit that pyramid to recover image features - lines, curves, and blobs - from very noisy data.