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    • 1. 发明授权
    • Power assisted automatic supervised classifier creation tool for semiconductor defects
    • 用于半导体缺陷的功率自动监控分类器创建工具
    • US06999614B1
    • 2006-02-14
    • US09724633
    • 2000-11-28
    • David BakkerSaibal BanerjeeIan R. Smith
    • David BakkerSaibal BanerjeeIan R. Smith
    • G06K9/62
    • G06T7/0004G06T2207/10056G06T2207/20081G06T2207/20092G06T2207/30148
    • A method and system that optionally allows a user to view image defects organized by natural groupings based on features of the images. The natural groupings make it easier for the user to organize some or all of the images into classes in a training set of images. A feature vector is extracted from each image in the training set and stored, along with its user-specified class, for use by an automatic classifier software module. The automatic classifier uses the stored feature vectors and classes to automatically classify images not in the training set. If the automatically classified images do not match images manually classified by the user, the user modifies the training set until a better result is obtained from the automatic classifier. The system can provide feedback to an inspection system designed to aid in the setup and fine-tuning of the inspection system.
    • 一种方法和系统,其可选地允许用户基于图像的特征来查看由自然分组组织的图像缺陷。 自然分组使用户更容易将一些或所有图像组织成训练图像组中的类。 从训练集中的每个图像中提取特征向量,并与其用户指定的类一起存储供自动分类器软件模块使用。 自动分类器使用存储的特征向量和类自动分类不在训练集中的图像。 如果自动分类的图像与用户手动分类的图像不匹配,则用户修改训练集,直到从自动分类器获得更好的结果。 该系统可以向设计用于辅助检查系统的设置和微调的检查系统提供反馈。
    • 8. 发明授权
    • Scanning probe microscope
    • 扫描探针显微镜
    • US5496999A
    • 1996-03-05
    • US320490
    • 1994-10-11
    • Frederick I. LinkerMichael D. KirkJohn D. AlexanderSang-il ParkSung-il ParkIan R. SmithPeter R. Swift
    • Frederick I. LinkerMichael D. KirkJohn D. AlexanderSang-il ParkSung-il ParkIan R. SmithPeter R. Swift
    • G01Q10/02G01Q10/04G01Q10/06G01Q20/00G01Q30/02G01Q30/06G01Q60/10G01Q60/24G01Q70/02G02B21/00H01J37/26
    • G01Q10/04B82Y35/00G01Q10/06G01Q20/02G01Q30/025G01Q70/02G02B21/002Y10S977/851Y10S977/86Y10S977/873
    • A scanning probe microscope having numerous advantages is disclosed. Respective scanning force and scanning tunneling probes are removably mounted in the head using kinematic mounting techniques so that they may be substituted for one another without the need to adjust the cantilever deflection sensor. A linear position-sensitive photodetector in the deflection sensor eliminates further the need for adjustments. A motorized, non-stacked x,y coarse movement stage is kinematically positioned with respect to the base and features a minimized mechanical loop to reduce thermal and vibrational effects on the position of the sample. A z coarse movement stage positions the head kinematically with respect to the base and includes a motorized drive means which allows the height, tilt and pitch of the probe to be adjusted. The scanner includes x,y and z sample position detectors which provide an accurate measurement of the position of the sample with respect to the probe. The z position detector provides an output which is exclusive of sample tilt and which may be used as an output of the scanning probe microscope. The outputs of the x,y and z position detectors may also be connected in feedback loops with the controller to improve the performance of the scanning probe microscope.
    • 公开了具有许多优点的扫描探针显微镜。 使用运动学安装技术将各扫描力和扫描隧道探针可拆卸地安装在头部中,使得它们可以彼此替代,而不需要调整悬臂偏转传感器。 偏转传感器中的线性位置敏感光电检测器进一步消除了对调整的需要。 机动的,非堆叠的x,y粗移动台相对于基座运动地定位,并具有最小化的机械回路,以减少对样品位置的热和振动影响。 z粗移动台将头相对于基座运动地定位,并且包括允许调节探头的高度,倾斜和俯仰的电动驱动装置。 扫描器包括x,y和z采样位置检测器,其提供样品相对于探针的位置的精确测量。 z位置检测器提供的输出不包括样品倾斜,可用作扫描探针显微镜的输出。 x,y和z位置检测器的输出也可以与控制器连接在反馈回路中,以提高扫描探针显微镜的性能。
    • 9. 发明授权
    • Scanning probe microscope
    • 扫描探针显微镜
    • US5376790A
    • 1994-12-27
    • US850669
    • 1992-03-13
    • Frederick I. LinkerMichael D. KirkJohn D. AlexanderSang-il ParkSung-il ParkIan R. Smith
    • Frederick I. LinkerMichael D. KirkJohn D. AlexanderSang-il ParkSung-il ParkIan R. Smith
    • G01Q10/02G01Q10/04G01Q10/06G01Q20/00G01Q30/02G01Q30/06G01Q60/10G01Q60/24G01Q70/02G02B21/00H01J37/00
    • G01Q10/04B82Y35/00G01Q10/06G01Q20/02G01Q30/025G01Q70/02G02B21/002Y10S977/851Y10S977/86Y10S977/873
    • A scanning probe microscope having numerous advantages is disclosed. Respective scanning force and scanning tunneling probes are removably mounted in the head using kinematic mounting techniques so that they may be substituted for one another without the need to adjust the cantilever deflection sensor. A linear position-sensitive photodetector in the deflection sensor eliminates further the need for adjustments. A motorized, non-stacked x,y coarse movement stage is kinematically positioned with respect to the base and features a minimized mechanical loop to reduce thermal and vibrational effects on the position of the sample. A z coarse movement stage positions the head kinematically with respect to the base and includes a motorized drive means which allows the height, tilt and pitch of the probe to be adjusted. The scanner includes x,y and z sample position detectors which provide an accurate measurement of the position of the sample with respect to the probe. The z position detector provides an output which is exclusive of sample tilt and which may be used as an output of the scanning probe microscope. The outputs of the x,y and z position detectors may also be connected in feedback loops with the controller to improve the performance of the scanning probe microscope.
    • 公开了具有许多优点的扫描探针显微镜。 使用运动学安装技术将各扫描力和扫描隧道探针可拆卸地安装在头部中,使得它们可以彼此替代,而不需要调整悬臂偏转传感器。 偏转传感器中的线性位置敏感光电检测器进一步消除了对调整的需要。 机动的,非堆叠的x,y粗移动台相对于基座运动地定位,并具有最小化的机械回路,以减少对样品位置的热和振动影响。 z粗移动台将头相对于基座运动地定位,并且包括允许调节探头的高度,倾斜和俯仰的电动驱动装置。 扫描器包括x,y和z采样位置检测器,其提供样品相对于探针的位置的精确测量。 z位置检测器提供的输出不包括样品倾斜,可用作扫描探针显微镜的输出。 x,y和z位置检测器的输出也可以与控制器连接在反馈回路中,以提高扫描探针显微镜的性能。
    • 10. 发明授权
    • Method and apparatus for measuring the dimensions of patterned features
on a lithographic photomask
    • 用于测量光刻光掩模上的图案特征的尺寸的方法和装置
    • US5184021A
    • 1993-02-02
    • US719519
    • 1991-06-24
    • Ian R. Smith
    • Ian R. Smith
    • G01B9/04G01B11/02G01C3/06G03F7/20
    • G03F7/70625G01B11/02G03F7/70633
    • A system for inspecting and measuring the dimensions of patterned features on lithographic photomasks includes a confocal scanning microscope beneath which is mounted the photomask to be inspected. The photomask is moved to permit the imaging beam from the microscope to record reflectivity information at closely spaced points along a scan line at the metal-substrate interface within the photomask, and the unpatterned side of the mask is positioned facing the microscope so that the imaging beam passes through the transparent substrate material of the mask to the desired measurement plane. An objective lens specially corrected for imaging through transparent materials is used in the optical system, and compensating glass plates may be selectively placed between the objective lens and the photomask when the substrate of the mask is thinner than the thickness of transparent material for which the objective lens was corrected.
    • 用于检查和测量光刻光掩模上的图案特征的尺寸的系统包括共焦扫描显微镜,其下安装有待检查的光掩模。 移动光掩模以允许来自显微镜的成像光束沿着光掩模内的金属 - 衬底界面处的扫描线的紧密间隔的点记录反射率信息,并且掩模的未图案化侧面朝向显微镜定位,使得成像 光束通过掩模的透明基板材料到期望的测量平面。 在光学系统中使用专门用于通过透明材料进行成像的物镜校正的物镜,并且当掩模的基底比目标的透明材料的厚度薄时,可以将补偿玻璃板选择性地放置在物镜和光掩模之间 镜头被纠正。