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    • 9. 发明申请
    • REAL-TIME 3D COMPUTER VISION PROCESSING ENGINE FOR OBJECT RECOGNITION, RECONSTRUCTION, AND ANALYSIS
    • 实时3D计算机视觉处理引擎,用于对象识别,重建和分析
    • US20150009214A1
    • 2015-01-08
    • US14324891
    • 2014-07-07
    • VanGogh Imaging, Inc.
    • Ken LeeJun YinXin HouGreg WerthYasmin Jahir
    • G06T17/10G06K9/46G06T5/00G06T17/20G06T7/00
    • G06T17/10G06K9/00201G06T7/55G06T7/75G06T17/20G06T2207/10028G06T2207/20028
    • Methods and systems are described for generating a three-dimensional (3D) model of a fully-formed object represented in a noisy or partial scene. An image processing module of a computing device receives images captured by a sensor. The module generates partial 3D mesh models of physical objects in the scene based upon analysis of the images, and determines a location of at least one target object in the scene by comparing the images to one or more 3D reference models and extracting a 3D point cloud of the target object. The module matches the 3D point cloud of the target object to a selected 3D reference model based upon a similarity parameter, and detects one or more features of the target object. The module generates a fully formed 3D model of the target object using partial or noisy 3D points from the scene, extracts the detected features of the target object and features of the 3D reference models that correspond to the detected features, and calculates measurements of the detected features.
    • 描述了用于生成在噪声或部分场景中表示的完全成形物体的三维(3D)模型的方法和系统。 计算装置的图像处理模块接收由传感器捕获的图像。 该模块基于对图像的分析来生成场景中的物理对象的部分3D网格模型,并且通过将图像与一个或多个3D参考模型进行比较并提取3D点云来确定场景中至少一个目标对象的位置 的目标对象。 该模块基于相似性参数将目标对象的3D点云匹配到所选择的3D参考模型,并且检测目标对象的一个​​或多个特征。 该模块使用来自场景的部分或嘈杂的3D点来生成目标对象的完全形成的3D模型,提取检测到的目标对象的特征和对应于检测到的特征的3D参考模型的特征,并且计算检测到的 特征。