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    • 8. 发明授权
    • System and method for recognition in 2D images using 3D class models
    • 使用3D类模型识别2D图像的系统和方法
    • US07929775B2
    • 2011-04-19
    • US11452815
    • 2006-06-13
    • Gregory D. HagerEliot Leonard Wegbreit
    • Gregory D. HagerEliot Leonard Wegbreit
    • G06K9/62G06K9/00
    • G06K9/00208G06F17/30256G06K9/00214
    • A system and method for recognizing instances of classes in a 2D image using 3D class models and for recognizing instances of objects in a 2D image using 3D class models. The invention provides a system and method for constructing a database of 3D class models comprising a collection of class parts, where each class part includes part appearance and part geometry. The invention also provides a system and method for matching portions of a 2D image to a 3D class model. The method comprises identifying image features in the 2D image; computing an aligning transformation between the class model and the image; and comparing, under the aligning transformation, class parts of the class model with the image features. The comparison uses both the part appearance and the part geometry.
    • 一种用于使用3D类模型识别2D图像中的类的实例并使用3D类模型来识别2D图像中的对象的实例的系统和方法。 本发明提供了一种用于构建3D类模型的数据库的系统和方法,其包括类零件的集合,其中每个类零件包括零件外观和零件几何形状。 本发明还提供了一种将2D图像的部分与3D类模型相匹配的系统和方法。 该方法包括识别2D图像中的图像特征; 计算类模型和图像之间的对齐变换; 并且在对齐变换下,将类模型的类部分与图像特征进行比较。 比较使用零件外观和零件几何。
    • 10. 发明申请
    • System and method for constructing a 3D scene model from an image
    • 从图像构建3D场景模型的系统和方法
    • US20100085358A1
    • 2010-04-08
    • US12287315
    • 2008-10-08
    • Eliot Leonard WegbreitGregory D. Hager
    • Eliot Leonard WegbreitGregory D. Hager
    • G06T17/00
    • G06T19/20G06T2219/2021
    • A system and method for constructing a 3D scene model comprising 3D objects and representing a scene, based upon a prior 3D scene model. The method comprises the steps of acquiring an image of the scene; initializing the computed 3D scene model to the prior 3D scene model; and modifying the computed 3D scene model to be consistent with the image. The step of modifying the computed 3D scene models consists of the sub-steps of comparing data of the image with objects of the 3D scene model, resulting in associated data and unassociated data; using the unassociated data to compute new objects that are not in the 3D scene model and adding the new objects to the 3D scene model; and using the associated data to detect objects in the prior 3D scene model that are absent and removing the absent objects from the 3D scene model. The present invention may also be used to construct multiple alternative 3D scene models.
    • 一种用于基于先前的3D场景模型构建包括3D对象并且表示场景的3D场景模型的系统和方法。 该方法包括以下步骤:获取场景的图像; 将所计算的3D场景模型初始化为先前的3D场景模型; 并将所计算的3D场景模型修改为与图像一致。 修改计算的3D场景模型的步骤包括将图像的数据与3D场景模型的对象进行比较的子步骤,导致相关联的数据和不相关的数据; 使用未关联的数据来计算不在3D场景模型中的新对象,并将新对象添加到3D场景模型中; 并使用关联的数据来检测先前3D场景模型中不存在的对象,并从3D场景模型中移除缺少的对象。 本发明还可以用于构建多个替代3D场景模型。