Invertible Apertured Orientation Filters in Image Analysis

摘要

A unitary approach for locally apertured orientation analysis of 2D and 3D scalar images is proposed. The size of the local aperture (the scale) needed for the orientation representation induces in general a lost of spatial acuity, or blur. Our construction permits a compensation of the blur by a reconstruction procedure. For this purpose, a special scale-dependent orientation bundle (map of the visual space into function of both position and orientation) is build from the local Gaussian-derivatives jet of a scalar image. In this construction there is an invertible relation between the orientation bundle and the original image. This invertible transformation is used to regain the original acuity in the spatial domain after analyzing orientation features at any given scale.