IMAGE DISTORTION CORRECTION IN CHARGED PARTICLE INSPECTION

An improved systems and methods for correcting distortion of an inspection image are disclosed. An improved method for correcting distortion of an inspection image comprises acquiring an inspection image, aligning a plurality of patches of the inspection image based on a reference image correspondin...

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Hauptverfasser: CHANG, Fang-Cheng, CHEN, Zhichao, WANG, Zhe, PU, Lingling, YU, Liangjiang, LIANG, Haoyi
Format: Patent
Sprache:eng
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Zusammenfassung:An improved systems and methods for correcting distortion of an inspection image are disclosed. An improved method for correcting distortion of an inspection image comprises acquiring an inspection image, aligning a plurality of patches of the inspection image based on a reference image corresponding to the inspection image, evaluating, by a machine learning model, alignments between each patch of the plurality of patches and a corresponding patch of the reference image, determining local alignment results for the plurality of patches of the inspection image based on a reference image corresponding to the inspection image, determining an alignment model based on the local alignment results, and correcting a distortion of the inspection image based on the alignment model.