Pattern inspection apparatus and method with enhanced test image correctability using frequency division scheme
View Patent ↗A pattern image inspection apparatus with enhanced image correctability due to consolidation of alignment and image correction by using an image as divided by frequency regions while reducing image degradation and setup parameters is disclosed. The apparatus includes an image divider for creating for the test image and the reference image a plurality of frequency division images divided into frequency regions, a model parameter identifier for using 2D linear prediction models of the test image and the reference image to identify model parameters for each frequency division image, a model image generator for creating a model image based on the model parameters, and a comparison processor for performing inspection by comparing the model image to either the test image or the reference image with respect to each frequency division image. An image inspection method is also disclosed.
1. An image inspection apparatus for inspecting an image under testing for defects by comparison of the test image to a reference image, said apparatus comprising:
an image division unit operative to create for the test image and the reference image a plurality of frequency division images as divided into frequency regions;
a model parameter identification unit operative to use two-dimensional linear prediction models of the test image and the reference image to identify more than one model parameter for each of said frequency division images;
a model image generation unit operative to create a model image based on the model parameter thus identified; and
a comparison processor unit operative to perform inspection by comparing said model image to any one of the test image and the reference image with respect to each said frequency division image.
2. The apparatus according to claim 1 , wherein said model parameter identification unit identifies said model parameter from a set of simultaneous equations describing therein an input versus output relationship relative to each said frequency division image while letting each pixel of the test image be an output and letting a linear coupling of inspection reference pattern pixels around said each pixel be an input.
3. An image inspection method for inspecting an image under testing for defects by comparison of the test image to a reference image, said method comprising:
creating for the test image and the reference image a plurality of frequency division images as divided into frequency regions by an image division unit of an image inspection apparatus;
using two-dimensional linear prediction models of the test image and the reference image to identify more than one model parameter for each of said frequency division images by a model parameter identification unit of the image inspection apparatus;
creating a model image based on the model parameter thus identified by a model image generation unit of the image inspection apparatus; and
performing inspection by comparing said model image to any one of the test image and the reference image with respect to each frequency division image by a comparison processor unit of the image inspection apparatus.
4. The method according to claim 3 , wherein said model parameter is identified from a set of simultaneous equations describing therein an input/output relationship relative to each said frequency division image while letting each pixel of the test image be an output and letting a linear coupling of inspection reference pattern pixels around said each pixel be an input.