Method and apparatus for image analysis

    公开(公告)号:US11143970B2

    公开(公告)日:2021-10-12

    申请号:US16943296

    申请日:2020-07-30

    Abstract: A method and apparatus of detection, registration and quantification of an image is described. The method may include obtaining an image of a lithographically created structure, and applying a level set method to an object, representing the structure, of the image to create a mathematical representation of the structure. The method may include obtaining a first dataset representative of a reference image object of a structure at a nominal condition of a parameter, and obtaining second dataset representative of a template image object of the structure at a non-nominal condition of the parameter. The method may further include obtaining a deformation field representative of changes between the first dataset and the second dataset. The deformation field may be generated by transforming the second dataset to project the template image object onto the reference image object. A dependence relationship between the deformation field and change in the parameter may be obtained.

    Metrology Method and Inspection Apparatus, Lithographic System and Device Manufacturing Method
    13.
    发明申请
    Metrology Method and Inspection Apparatus, Lithographic System and Device Manufacturing Method 有权
    计量方法和检验仪器,平版印刷系统和器件制造方法

    公开(公告)号:US20160033877A1

    公开(公告)日:2016-02-04

    申请号:US14824696

    申请日:2015-08-12

    Abstract: Methods are disclosed for measuring target structures formed by a lithographic process on a substrate. A grating structure within the target is smaller than an illumination spot and field of view of a measurement optical system. The optical system has a first branch leading to a pupil plane imaging sensor and a second branch leading to a substrate plane imaging sensor. A spatial light modulator is arranged in an intermediate pupil plane of the second branch of the optical system. The SLM imparts a programmable pattern of attenuation that may be used to correct for asymmetries between the first and second modes of illumination or imaging. By use of specific target designs and machine-learning processes, the attenuation patterns may also be programmed to act as filter functions, enhancing sensitivity to specific parameters of interest, such as focus.

    Abstract translation: 公开了用于测量由基板上的光刻工艺形成的目标结构的方法。 目标内的光栅结构小于测量光学系统的照明点和视场。 光学系统具有通向光瞳平面成像传感器的第一分支和通向基板平面成像传感器的第二分支。 空间光调制器被布置在光学系统的第二分支的中间光瞳平面中。 SLM赋予可编程的衰减模式,其可用于校正第一和第二照明模式或成像之间的不对称性。 通过使用特定的目标设计和机器学习过程,衰减模式也可以被编程为充当滤波器功能,增强对诸如焦点的特定参数的敏感性。

    Method and apparatus for image analysis

    公开(公告)号:US10732513B2

    公开(公告)日:2020-08-04

    申请号:US16561096

    申请日:2019-09-05

    Abstract: A method and apparatus of detection, registration and quantification of an image. The method may include obtaining an image of a lithographically created structure, and applying a level set method to an object, representing the structure, of the image to create a mathematical representation of the structure. The method may include obtaining a first dataset representative of a reference image object of a structure at a nominal condition of a parameter, and obtaining second dataset representative of a template image object of the structure at a non-nominal condition of the parameter. The method may further include obtaining a deformation field representative of changes between the first dataset and the second dataset. The deformation field may be generated by transforming the second dataset to project the template image object onto the reference image object. A dependence relationship between the deformation field and change in the parameter may be obtained.

    METHOD AND APPARATUS FOR IMAGE ANALYSIS

    公开(公告)号:US20220026811A1

    公开(公告)日:2022-01-27

    申请号:US17497207

    申请日:2021-10-08

    Abstract: A method and apparatus of detection, registration and quantification of an image is described. The method may include obtaining an image of a lithographically created structure, and applying a level set method to an object, representing the structure, of the image to create a mathematical representation of the structure. The method may include obtaining a first dataset representative of a reference image object of a structure at a nominal condition of a parameter, and obtaining second dataset representative of a template image object of the structure at a non-nominal condition of the parameter. The method may further include obtaining a deformation field representative of changes between the first dataset and the second dataset. The deformation field may be generated by transforming the second dataset to project the template image object onto the reference image object. A dependence relationship between the deformation field and change in the parameter may be obtained.

    Object identification and comparison

    公开(公告)号:US10890540B2

    公开(公告)日:2021-01-12

    申请号:US16490091

    申请日:2018-03-02

    Abstract: A method including selecting a shaped feature from a set of shaped features, each shaped feature of the set of shaped features having a set of points on a perimeter of the shape of the shaped feature, creating a plurality of shape context descriptors for the selected shaped feature, wherein each shape context descriptor provides an indication of a location in a shape context descriptor framework of a first focus point of the set of points in relation to a second point of the set of points, and identifying a shaped feature from the set of shaped features having a same or similar shape as the selected shaped feature based on data from the plurality of shape context descriptors.

    Method and apparatus for image analysis

    公开(公告)号:US10607334B2

    公开(公告)日:2020-03-31

    申请号:US15533614

    申请日:2015-11-13

    Abstract: A method and apparatus of detection, registration and quantification of an image. The method may include obtaining an image of a lithographically created structure, and applying a level set method to an object, representing the structure, of the image to create a mathematical representation of the structure. The method may include obtaining a first dataset representative of a reference image object of a structure at a nominal condition of a parameter, and obtaining second dataset representative of a template image object of the structure at a non-nominal condition of the parameter. The method may further include obtaining a deformation field representative of changes between the first dataset and the second dataset. The deformation field may be generated by transforming the second dataset to project the template image object onto the reference image object. A dependence relationship between the deformation field and change in the parameter may be obtained.

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