-
公开(公告)号:US12056867B2
公开(公告)日:2024-08-06
申请号:US17465810
申请日:2021-09-02
Applicant: KLA Corporation
Inventor: Bjorn Brauer , Sangbong Park , Hucheng Lee
CPC classification number: G06T7/001 , G06T7/337 , G06T7/80 , G06V10/24 , G06V10/751 , G06T2207/10148 , G06T2207/30148 , G06V2201/06
Abstract: Wafer-to-wafer and within-wafer image contrast variations can be identified and mitigated by extracting an image frame during recipe setup and then during runtime at the same location. Image contrast is determined for the two image frames. A ratio of the contrast for the two image frames can be used to determine contrast variations and focus variation.
-
公开(公告)号:US20240221141A1
公开(公告)日:2024-07-04
申请号:US18090447
申请日:2022-12-28
Applicant: KLA Corporation
Inventor: Hsiao-Min Wang , Hucheng Lee
CPC classification number: G06T7/0004 , G06T7/12 , G06T7/136 , G06T2207/30148
Abstract: During semiconductor wafer inspection, an image of a semiconductor wafer is divided into segments. A standard deviation for each of the segments is determined using a difference image. A threshold is then applied to each of the segments. The threshold can be a multiple of the standard deviation. Pixels in the image that include a defect are determined after applying the threshold. The pixels outside the threshold are then labeled as defects-of-interest using the processor.
-
公开(公告)号:US11619592B2
公开(公告)日:2023-04-04
申请号:US16910011
申请日:2020-06-23
Applicant: KLA Corporation
Inventor: Bjorn Brauer , Hucheng Lee , Sangbong Park
Abstract: Methods and systems for selecting defect detection methods for inspection of a specimen are provided. One system includes one or more computer subsystems configured for separating polygons in a care area into initial sub-groups based on a characteristic of the polygons on the specimen and determining a characteristic of noise in output generated by a detector of an inspection subsystem for the polygons in the different initial sub-groups. The computer subsystem(s) are also configured for determining final sub-groups for the polygons by combining any two or more of the different initial sub-groups having substantially the same values of the characteristic of the noise. In addition, the computer subsystem(s) are configured for selecting first and second defect detection methods for application to the output generated by the detector of the inspection subsystem during inspection of the specimen or another specimen.
-
公开(公告)号:US20220405903A1
公开(公告)日:2022-12-22
申请号:US17465810
申请日:2021-09-02
Applicant: KLA Corporation
Inventor: Bjorn Brauer , Sangbong Park , Hucheng Lee
Abstract: Wafer-to-wafer and within-wafer image contrast variations can be identified and mitigated by extracting an image frame during recipe setup and then during runtime at the same location. Image contrast is determined for the two image frames. A ratio of the contrast for the two image frames can be used to determine contrast variations and focus variation.
-
公开(公告)号:US20210159127A1
公开(公告)日:2021-05-27
申请号:US17093621
申请日:2020-11-09
Applicant: KLA CORPORATION
Inventor: Boshi Huang , Hucheng Lee , Vladimir Tumakov , Sangbong Park , Bjorn Brauer , Erfan Soltanmohammadi
Abstract: A care area is determined in an image of a semiconductor wafer. The care area is divided into sub-care areas based on the shapes of polygons in a design file associated with the care area. A noise scan of a histogram for the sub-care areas is then performed. The sub-care areas are clustered into groups based on the noise scan of the histogram.
-
公开(公告)号:US11615993B2
公开(公告)日:2023-03-28
申请号:US17093621
申请日:2020-11-09
Applicant: KLA CORPORATION
Inventor: Boshi Huang , Hucheng Lee , Vladimir Tumakov , Sangbong Park , Bjorn Brauer , Erfan Soltanmohammadi
Abstract: A care area is determined in an image of a semiconductor wafer. The care area is divided into sub-care areas based on the shapes of polygons in a design file associated with the care area. A noise scan of a histogram for the sub-care areas is then performed. The sub-care areas are clustered into groups based on the noise scan of the histogram.
-
公开(公告)号:US20220245791A1
公开(公告)日:2022-08-04
申请号:US17722710
申请日:2022-04-18
Applicant: KLA CORPORATION
Inventor: Junqing Huang , Hucheng Lee , Sangbong Park , Xiaochun Li
IPC: G06T7/00 , H01L27/108 , H01L27/11556 , G06T7/11 , G01N21/95 , G01N21/956 , H01L27/11582
Abstract: With the disclosed systems and methods for DRAM and 3D NAND inspection, an image of the wafer is received based on the output for an inspection tool. Geometric measurements of a design of a plurality of memory devices on the wafer are received. A care area with higher inspection sensitivity is determined based on the geometric measurements.
-
公开(公告)号:US10923317B2
公开(公告)日:2021-02-16
申请号:US16543596
申请日:2019-08-18
Applicant: KLA Corporation , Shan Zhu
Inventor: Junqing Huang , Paul Russell , Hucheng Lee , Kenong Wu
IPC: H01J37/28 , G01N21/95 , H01J37/244
Abstract: Methods and systems for detecting defects in a logic region on a wafer are provided. One method includes acquiring information for different types of design-based care areas in a logic region of a wafer. The method also includes designating the different types of the design-based care areas as different types of sub-regions and, for a localized area within the logic region, assigning two or more instances of the sub-regions located in the localized area to a super-region. In addition, the method includes generating one scatter plot for all of the two or more instances of the sub-regions assigned to the super-region. The one scatter plot is generated with different segmentation values for the output corresponding to the different types of the sub-regions. The method further includes detecting defects in the sub-regions based on the one scatter plot.
-
公开(公告)号:US11308606B2
公开(公告)日:2022-04-19
申请号:US16542376
申请日:2019-08-16
Applicant: KLA CORPORATION
Inventor: Junqing Huang , Hucheng Lee , Sangbong Park , Xiaochun Li
IPC: G06K9/00 , G06T7/00 , H01L27/108 , H01L27/11556 , G06T7/11 , G01N21/95 , G01N21/956 , H01L27/11582
Abstract: With the disclosed systems and methods for DRAM and 3D NAND inspection, an image of the wafer is received based on the output for an inspection tool. Geometric measurements of a design of a plurality of memory devices on the wafer are received. A care area with higher inspection sensitivity is determined based on the geometric measurements.
-
公开(公告)号:US20250069354A1
公开(公告)日:2025-02-27
申请号:US18480503
申请日:2023-10-04
Applicant: KLA Corporation
Inventor: Hucheng Lee , Huan Jin
IPC: G06V10/24 , G06F9/455 , G06V10/762
Abstract: Methods and systems for alignment for semiconductor applications are provided. One method includes determining different align-to-design offsets for multiple instances of an alignment target formed on a specimen by separately aligning images of the multiple instances of the alignment target generated by an imaging subsystem to a rendered image for the alignment target with different alignment methods, respectively. The method also includes identifying the multiple instances having a difference between the different align-to-design offsets below a predetermined threshold. In addition, the method includes determining a runtime align-to-design offset for the alignment target from the different align-to-design offsets determined for only the identified multiple instances. That runtime align-to-design offset can then be used in a process performed on the specimen with an imaging subsystem.
-
-
-
-
-
-
-
-
-