Pattern inspection method and apparatus with high-accuracy pattern image correction capability
View Patent ↗A high-accuracy image correction device adaptable for use in pattern inspection apparatus is disclosed. The device includes a correction region designation unit which designates a correction region including a pattern and its nearby portion within each of an inspection reference pattern image and a pattern image under test. The device also includes an equation generator which generates by linear predictive modeling a set of simultaneous equations for a reference pattern image within the correction region and an under-test pattern image within the correction region, a parameter generator for solving the equations to obtain more than one model parameter, and a corrected pattern image generator for using the model parameter to apply the linear predictive modeling to the reference pattern image to thereby generate a corrected pattern image. A pattern inspection method using the image correction technique is also disclosed.
1. A device for correcting a pattern image by use of an inspection reference pattern image of a workpiece being tested and a pattern image under test, said device comprising:
a correction region designation unit operative to designate a correction region including a pattern and its nearby portion within each of the reference pattern image and the pattern image under test;
an equation generation unit operative to generate by linear predictive modeling a set of simultaneous equations for a reference pattern image within the correction region and an under-test pattern image within the correction region;
a parameter generation unit operative to solve the equations to thereby obtain a model parameter; and
a corrected pattern image generation unit operative to use the model parameter to apply the linear predictive modeling to the reference pattern image to thereby generate a corrected pattern image.
2. The device according to claim 1 , wherein said correction pattern image generation unit uses a two-value pixel map for designation of the correction region, and wherein said equation generation unit refers to the two-value pixel map for generation of the equations.
3. The device according to claim 1 , wherein the correction region contains therein a contact hole as a pattern to be designated.
4. The device according to claim 1 , wherein the linear predictive modeling is a two-dimensional (“2D”) predictive modeling with each pixel of the under-test pattern image as a 2D output data and with a linear coupling of a group of pixels around a single pixel of the reference pattern image corresponding to said each pixel as a 2D input data.
5. The device according to claim 1 , wherein the linear predictive modeling is a 2D predictive modeling with each pixel of the under-test pattern image as a 2D output data while letting a linear coupling of a matrix of five rows and five columns of pixels having a centrally placed pixel of the reference pattern image corresponding to said each pixel be a 2D input data.
6. An apparatus for performing pattern inspection by using an inspection reference pattern image of a workpiece being tested and a pattern image under test, said apparatus comprising:
a correction region designation unit operative to designate a correction region including a pattern and its nearby portion within each of the reference pattern image and the pattern image under test;
an equation generation unit operative to generate by linear predictive modeling a set of simultaneous equations for a reference pattern image within the correction region and an under-test pattern image within the correction region;
a parameter generation unit operative to solve the equations to thereby obtain a model parameter;
a corrected pattern image generation unit operative to use the model parameter to apply the linear predictive modeling to the reference pattern image to thereby generate a corrected pattern image; and
a pattern image comparison unit operative to compare the corrected pattern image to the test pattern image in the correction region for detecting defects of the test pattern image.
7. A method for correcting a pattern image by use of an inspection reference pattern image of a workpiece being tested and a pattern image under test carried out by an image correction device, said method comprising:
designating a correction region including a pattern and its nearby portion within each of the reference pattern image and the pattern image under test by the image correction device;
generating by linear predictive modeling a set of simultaneous equations for a reference pattern image within the correction region and an under-test pattern image within the correction region by the image correction device;
solving the equations to thereby obtain a model parameter by the image correction device; and
using the model parameter to apply the linear predictive modeling to the reference pattern image to thereby generate a corrected pattern image by the image correction device.
8. A method for performing pattern inspection by using an inspection reference pattern image of a workpiece being tested and a pattern image under test carried out by a pattern inspection apparatus, comprising:
designating a correction region including a pattern and its nearby portion within each of the reference pattern image and the pattern image under test by the pattern inspection apparatus;
generating by linear predictive modeling a set of simultaneous equations for a reference pattern image within the correction region and an under-test pattern image within the correction region by the pattern inspection apparatus;
solving the equations to thereby obtain a model parameter by the pattern inspection apparatus;
using the model parameter to apply the linear predictive modeling to the reference pattern image to thereby generate a corrected pattern image by the pattern inspection apparatus; and
comparing the corrected pattern image to the test pattern image in the correction region for detecting defects of the test pattern image by the pattern inspection apparatus.