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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
    • Method and apparatus for reading or measuring magneto-optical storage
media using pinhole aperture
    • 使用针孔进行读取或测量磁光存储介质的方法和装置
    • US4847823A
    • 1989-07-11
    • US63668
    • 1987-06-19
    • James T. LindowSimon D. BennettIan R. Smith
    • James T. LindowSimon D. BennettIan R. Smith
    • G11B11/105
    • G11B11/10515G11B11/10543
    • A scanning confocal optical imaging system is utilized to read or measure data magnetically recorded on a magneto-optic disk. The system includes a laser for producing a linearly polarized beam and a beam splitter for directing the transmitted beam to the disk and for deflecting a portion of the reflected return beam from the disk to a photodetector. A pinhole plate is placed between the beam splitter and the disk for restricting the size of the transmitted and reflected beams, and a polarizer is positioned between the beam splitter and the photodetector to receive the deflected return beam and provide an output that discriminates between the differing directions of rotation of the polarization plane of the transmitted beam by the magnetized area on the disk so that the direction of magnetization of the magnetized area can be read by the photodetector.
    • 扫描共焦光学成像系统用于读取或测量磁记录在磁光盘上的数据。 该系统包括用于产生线性偏振光束的激光器和用于将透射光束引导到光盘并将反射回波束的一部分从光盘偏转到光电检测器的分束器。 针孔板放置在分束器和盘之间,用于限制透射和反射光束的尺寸,并且偏振器位于分束器和光电检测器之间,以接收偏转的返回光束并提供输出,其区分不同的 通过磁盘上的磁化区域的透射光束的偏振面的旋转方向,从而可以由光电检测器读取磁化区域的磁化方向。