polarTransform: Represent an image by plotting radius against angle

In IM: Orthogonal Moment Analysis

Description

Perform a polar transform of an image by calculating the polar coordinates of the pixels in an image and rearranging the pixels into a plot of angle (theta) against radius. The polar coordinates are calculated with respect to the centroid, determined by calcCentroid or the center of the image space. All transformed images will be shifted to principal axis determined by:

θ=\frac{1}{2}arctan(\frac{2μ_{00}}{μ_{10}-μ_{01}})

where

μ_{pq}= ∑_{1}^{N} ∑_{1}^{M}(x-x0)^p(y-x0)^q f(x,y)

with (x0, y0) are centroid computed by calcCentroid

Usage

polarTransform(I, resolution, scale, center)

Arguments

I	Image represented as a matrix or numeric array
resolution	An integer which determines the number of angle values between 0 and 2pi to be represented in the transform.
scale	Integer. Default is 0, no scaling in the transformation. If set to a positive integer, the maximum radius used in the transformation will be set to scale, and the transformed image will have dimensions scale, (scale*resolution)
center	The x and y coordinates of the centroid to be used in the transform. If this argument is not provided, the center of the image space will be the centroid.

Details

This transformation is performed by finding the Euclidean coordinates of points which are contained within the smallest circle with origin at the centroid or center of image which can be contained within the image boundaries. The pixels whose coordinates most closely match these Euclidean coordinates are plotted at the corresponding polar coordinates. At each radius, the perimeter is divided into radius * resolution equally spaced point. Then, the Euclidean coordinates of the points will be used in the transformation. This results in a upper-triangular matrix. This transform was created to approximate rotational invariance for orthogonal moments. revPolar is the inverse transform of polarTransform.

Value

PI	The transformed image.
pAxis	The principal axis of the image.
resolution	The resolution used for the transformation.
scale	The scale used for the transformation.
center	The centroid used for the transformation.

Author(s)

Allison Irvine, Tan Dang

See Also

revPolar, polarXY, calcCentroid

Examples

data(circles);
I=rowSums(img,dims=2)
R=polarTransform(I, 6, 100);
displayImg(list(I,R[[1]]));

IM documentation built on May 2, 2019, 8:55 a.m.