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    • 9. 发明申请
    • Determining the Uniqueness of a Model for Machine Vision
    • 确定机器视觉模型的唯一性
    • US20120170835A1
    • 2012-07-05
    • US12981275
    • 2010-12-29
    • Xiaoguang WangLowell Jacobson
    • Xiaoguang WangLowell Jacobson
    • G06K9/62
    • G06K9/6265G06K9/6255
    • Described are methods and apparatuses, including computer program products, for determining model uniqueness with a quality metric of a model of an object in a machine vision application. Determining uniqueness involves receiving a training image and a first set of model parameters, generating a first model of an object, generating a second model of the object based on the training image and a second set of model parameters modified from the first set of model parameters, determining a set of poses that represent possible instances of the second model in the training image, and computing a quality metric of the first model based on an evaluation of the set of poses with respect to the training image.
    • 描述了用于通过机器视觉应用中的对象的模型的质量度量来确定模型唯一性的方法和装置,包括计算机程序产品。 确定唯一性涉及接收训练图像和第一组模型参数,生成对象的第一模型,基于训练图像生成对象的第二模型,以及从第一组模型参数修改的第二组模型参数 确定表示训练图像中的第二模型的可能实例的姿势集合,以及基于针对训练图像的姿势集的评估来计算第一模型的质量度量。