Pattern inspection method and apparatus using linear predictive model-based image correction technique
View Patent ↗An image correction device for use in pattern inspection apparatus is disclosed. This device includes a pattern extraction unit for extracting a pattern, as a cut-and-paste pattern, from a pattern existence region of an inspection reference pattern image and a pattern image of a workpiece being tested. The device also includes a pattern pasting unit for pasting the cut-and-paste pattern in blank regions of the reference and under-test pattern images to thereby create a pasted reference pattern image and a pasted test pattern image. The device further includes an equation generator for generating by linear predictive modeling a set of simultaneous equations relative to the pasted reference and test pattern images, a parameter generator for solving these equations to obtain a model parameter(s), and a unit for creating a corrected pattern image by the linear predictive modeling using the model parameter(s).
1. An image correction device for using an inspection reference pattern image of a workpiece being tested and a pattern image under test to generate a corrected pattern image, said device comprising:
a pattern extraction unit operative to cut a pattern as a cut-and-paste pattern out of a pattern existence region of each of the reference pattern image and the under-test pattern image;
a pattern pasting unit operative to paste the cut-and paste pattern in pattern-less blank regions of the reference pattern image and the under-test pattern image to thereby generate a pasted reference pattern image and a pasted test pattern image;
an equation generation unit operative to generate by linear predictive modeling a set of simultaneous equations for the pasted reference pattern image and the pasted test pattern image;
a parameter generation unit operative to solve the simultaneous equations and obtain more than one model parameter; and
a corrected pattern image creation unit operative to use the model parameter to apply the linear predictive modeling to the pattern image for creation of a corrected pattern image.
2. The device according to claim 1 , wherein said corrected pattern image creation unit creates a corrected pattern image by applying the modeling to the reference pattern image.
3. The device according to claim 1 , wherein said pattern pasting unit patches the cut-and-paste pattern in such a way as to fill the blank region.
4. The device according to claim 3 , wherein said corrected pattern image creation unit applies the modeling to the pasted test pattern image for creating a pasted corrected pattern, and wherein said device further comprises:
a deletion unit for removing the cut-and-paste pattern from the pasted corrected pattern image to thereby generate a corrected pattern image.
5. The device according to claim 1 , wherein said pattern pasting unit zooms the cut-and-paste pattern and then patches a zoomed pattern image to the blank region.
6. The device according to claim 5 , wherein said corrected pattern image creation unit applies the modeling to the pasted reference pattern image for creating a pasted corrected pattern image, said device further comprising:
a modifier unit for shrinking the cut-and-paste pattern as zoomed from the pasted corrected pattern image and for bringing a shrunk image back to its original position to thereby create a corrected pattern image.
7. The device according to claim 1 , wherein the linear predictive modeling is a two-dimensional (“2D”) predictive modeling scheme while letting each pixel of the under-test pattern image be a 2D output data and letting a linear coupling of pixels around a one pixel of the reference pattern image corresponding to said each pixel be a 2D input data.
8. The device according to claim 1 , wherein the linear predictive modeling is a 2D linear predictive modeling scheme while letting each pixel of the under-test pattern image be a 2D output data and letting a linear coupling of a matrix of five rows and five columns of pixels including as a center pixel a one pixel of the reference pattern image corresponding to said each pixel be a 2D input data.
9. An apparatus for performing pattern inspection while using a reference pattern image of a workpiece being tested and a pattern image under test to generate a correction pattern image, said apparatus comprising:
a pattern extraction unit operative to cut a pattern as a cut-and-paste pattern out of a pattern existence region of the reference pattern image and the under-test pattern image;
a pattern pasting unit operative to paste the cut-and paste pattern in pattern-less blank regions of the reference pattern image and the under-test pattern image to thereby generate a pasted reference pattern image and a pasted test pattern image;
an equation generation unit operative to generate by linear predictive modeling a set of simultaneous equations for the pasted reference pattern image and the pasted test pattern image;
a parameter generation unit operative to solve the simultaneous equations and obtain more than one model parameter;
a corrected pattern image creation unit operative to use the model parameter to apply the linear predictive modeling to the pattern image for creation of a corrected pattern image; and
a pattern image comparison unit operative to compare the corrected pattern image and the under-test pattern image for detecting defects of the under-test pattern image.
10. An image correction method for using an inspection reference pattern image of a workpiece being tested and a pattern image under test to generate a corrected pattern image carried out by an image correction device, said method comprising:
cutting a pattern as a cut-and-paste pattern out of a pattern existence region of the reference pattern image and the under-test pattern image by the image correction device;
pasting the cut-and-paste pattern in pattern-less blank regions of the reference pattern image and the under-test pattern image to thereby generate a pasted reference pattern image and a pasted test pattern image by the image correction device;
generating by linear predictive modeling a set of simultaneous equations for the pasted reference pattern image and the pasted test pattern image by the image correction device;
solving the simultaneous equations and obtain more than one model parameter by the image correction device; and
using the model parameter to apply the linear predictive modeling to the pattern image for creation of a corrected pattern image by the image correcting device.
11. A method for performing pattern inspection while using a reference pattern image of a workpiece being tested and a pattern image under test to generate a correction pattern image carried out by a pattern inspection apparatus, comprising:
cutting a pattern as a cut-and-paste pattern out of a pattern existence region of the reference pattern image and the under-test pattern image by the pattern inspection apparatus;
pasting the cut-and-paste pattern in pattern-less blank regions of the reference pattern image and the under-test pattern image to thereby generate a pasted reference pattern image and a pasted test pattern image by the pattern inspection apparatus;
generating by linear predictive modeling a set of simultaneous equations for the pasted reference pattern image and the pasted test pattern image by the pattern inspection apparatus;
solving the simultaneous equations and obtain more than one model parameter by the pattern inspection apparatus;
using the model parameter to apply the linear predictive modeling to the pattern image for creation of a corrected pattern image by the pattern inspection apparatus; and
comparing the corrected pattern image and the under-test pattern image for detecting defects of the under-test pattern image by the pattern inspection apparatus.