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公开(公告)号:US11270430B2
公开(公告)日:2022-03-08
申请号:US15971536
申请日:2018-05-04
Applicant: KLA-TENCOR CORPORATION
Inventor: Abdurrahman Sezginer , Xiaochun Li , Pavan Kumar , Junqing Huang , Lisheng Gao , Grace H. Chen , Yalin Xiong , Hawren Fang
IPC: G06T7/00
Abstract: Systems and methods increase the signal to noise ratio of optical inspection of wafers to obtain higher inspection sensitivity. The computed reference image can minimize a norm of the difference of the test image and the computed reference image. A difference image between the test image and a computed reference image is determined. The computed reference image includes a linear combination of a second set of images.
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公开(公告)号:US20170191948A1
公开(公告)日:2017-07-06
申请号:US15391753
申请日:2016-12-27
Applicant: KLA-Tencor Corporation
Inventor: Lisheng Gao , Tao Luo , Keith Wells , Xiaochun Li
IPC: G01N21/956 , G06T7/00 , G01N21/95
CPC classification number: G01N21/95607 , G01N21/9501 , G01N2201/12 , G06T7/001 , G06T2207/20084 , G06T2207/30148
Abstract: Methods and systems for detecting defects on a wafer are provided. One system includes one or more computer subsystems configured for generating a rendered image based on information for a design printed on the wafer. The rendered image is a simulation of an image generated by an optical inspection subsystem for the design printed on the wafer. Generating the rendered image includes one or more steps, and the computer subsystem(s) are configured for performing at least one of the one or more steps by executing a generative model. The computer subsystem(s)) are also configured for comparing the rendered image to an optical image of the wafer generated by the optical inspection subsystem. The design is printed on the wafer using a reticle. In addition, the computer subsystem(s) are configured for detecting defects on the wafer based on results of the comparing.
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公开(公告)号:US20180342051A1
公开(公告)日:2018-11-29
申请号:US15971536
申请日:2018-05-04
Applicant: KLA-TENCOR CORPORATION
Inventor: Abdurrahman Sezginer , Xiaochun Li , Pavan Kumar , Junqing Huang , Lisheng Gao , Grace H. Chen , Yalin Xiong , Hawren Fang
IPC: G06T7/00
Abstract: Systems and methods increase the signal to noise ratio of optical inspection of wafers to obtain higher inspection sensitivity. The computed reference image can minimize a norm of the difference of the test image and the computed reference image. A difference image between the test image and a computed reference image is determined. The computed reference image includes a linear combination of a second set of images.
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公开(公告)号:US10012599B2
公开(公告)日:2018-07-03
申请号:US15088081
申请日:2016-03-31
Applicant: KLA-Tencor Corporation
Inventor: Keith Wells , Xiaochun Li , Lisheng Gao , Tao Luo , Markus Huber
CPC classification number: G01N21/9501 , G01N2201/061 , G01N2201/06113 , G01N2201/068 , G06T7/0006 , G06T7/0008 , G06T7/001 , G06T2207/30148 , H01L21/67288 , H01L22/12
Abstract: Methods and systems for detecting defects on a wafer are provided. One system includes one or more computer subsystems configured for generating a rendered image based on information for a design printed on the wafer. The rendered image is a simulation of an image generated by the optical inspection subsystem for the design printed on the wafer. The computer subsystem(s) are also configured for comparing the rendered image to an optical image of the wafer generated by the optical inspection subsystem. The design is printed on the wafer using a reticle. In addition, the computer subsystem(s) are configured for detecting defects on the wafer based on results of the comparing.
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公开(公告)号:US11049745B2
公开(公告)日:2021-06-29
申请号:US16417645
申请日:2019-05-21
Applicant: KLA-Tencor Corporation
Inventor: David Dowling , Tarunark Singh , Bjorn Brauer , Santosh Bhattacharyya , Bryant Mantiply , Hucheng Lee , Xiaochun Li , Sangbong Park
Abstract: A method of semiconductor-wafer image alignment is performed at a semiconductor-wafer defect-inspection system. In the method, a semiconductor wafer is loaded into the semiconductor-wafer defect-inspection system. Pre-inspection alignment is performed for the semiconductor wafer. After performing the pre-inspection alignment, a first swath is executed to generate a first image of a first region on the semiconductor wafer. An offset of a target structure in the first image with respect to a known point is determined. Defect identification is performed for the first image, using the offset. After executing the first swath and determining the offset, a second swath is executed to generate a second image of a second region on the semiconductor wafer. While executing the second swath, run-time alignment of the semiconductor wafer is performed using the offset.
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公开(公告)号:US20160290934A1
公开(公告)日:2016-10-06
申请号:US15088081
申请日:2016-03-31
Applicant: KLA-Tencor Corporation
Inventor: Keith Wells , Xiaochun Li , Lisheng Gao , Tao Luo , Markus Huber
CPC classification number: G01N21/9501 , G01N2201/061 , G01N2201/06113 , G01N2201/068 , G06T7/0006 , G06T7/0008 , G06T7/001 , G06T2207/30148 , H01L21/67288 , H01L22/12
Abstract: Methods and systems for detecting defects on a wafer are provided. One system includes one or more computer subsystems configured for generating a rendered image based on information for a design printed on the wafer. The rendered image is a simulation of an image generated by the optical inspection subsystem for the design printed on the wafer. The computer subsystem(s) are also configured for comparing the rendered image to an optical image of the wafer generated by the optical inspection subsystem. The design is printed on the wafer using a reticle. In addition, the computer subsystem(s) are configured for detecting defects on the wafer based on results of the comparing.
Abstract translation: 提供了用于检测晶片上的缺陷的方法和系统。 一个系统包括被配置为基于印刷在晶片上的设计的信息来生成渲染图像的一个或多个计算机子系统。 渲染图像是由光学检查子系统为印刷在晶片上的设计产生的图像的模拟。 计算机子系统还被配置为将渲染图像与由光学检查子系统产生的晶片的光学图像进行比较。 该设计使用标线印在晶片上。 此外,计算机子系统被配置为基于比较的结果来检测晶片上的缺陷。
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公开(公告)号:US09915625B2
公开(公告)日:2018-03-13
申请号:US15391753
申请日:2016-12-27
Applicant: KLA-Tencor Corporation
Inventor: Lisheng Gao , Tao Luo , Keith Wells , Xiaochun Li
IPC: G01N21/95 , G01N21/956 , G06T7/00
CPC classification number: G01N21/95607 , G01N21/9501 , G01N2201/12 , G06T7/001 , G06T2207/20084 , G06T2207/30148
Abstract: Methods and systems for detecting defects on a wafer are provided. One system includes one or more computer subsystems configured for generating a rendered image based on information for a design printed on the wafer. The rendered image is a simulation of an image generated by an optical inspection subsystem for the design printed on the wafer. Generating the rendered image includes one or more steps, and the computer subsystem(s) are configured for performing at least one of the one or more steps by executing a generative model. The computer subsystem(s)) are also configured for comparing the rendered image to an optical image of the wafer generated by the optical inspection subsystem. The design is printed on the wafer using a reticle. In addition, the computer subsystem(s) are configured for detecting defects on the wafer based on results of the comparing.
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