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    • 15. 发明授权
    • Object detection based on known structures of an environment of an autonomous vehicle
    • 基于自主车辆的环境的已知结构的对象检测
    • US08855849B1
    • 2014-10-07
    • US13775554
    • 2013-02-25
    • David I. FergusonAbhijit Ogale
    • David I. FergusonAbhijit Ogale
    • G05D1/00
    • G05D1/00G05D1/0214G05D1/0246G05D2201/0213G06K9/00805
    • An autonomous vehicle may be configured to detect objects based on known structures of an environment. The vehicle may be configured to obtain image data from a sensor and be configured to operate in an autonomous mode. The image data may include data indicative of a known structure in the environment. The vehicle may include a computer system. The computer system may determine, based on a first portion of the image data, information indicative of an appearance of the known structure. The computer system may determine, based on a second portion of the image data, information indicative of an appearance of an unknown object in the environment. The computer system may also compare the information indicative of the appearance of the known structure with the information indicative of the appearance of the unknown object and provide instructions to control the vehicle in the autonomous mode based on the comparison.
    • 自主车辆可以被配置为基于环境的已知结构来检测对象。 车辆可以被配置为从传感器获得图像数据并且被配置为以自主模式操作。 图像数据可以包括指示环境中的已知结构的数据。 车辆可以包括计算机系统。 计算机系统可以基于图像数据的第一部分来确定指示已知结构的外观的信息。 计算机系统可以基于图像数据的第二部分来确定指示环境中的未知对象的外观的信息。 计算机系统还可以将表示已知结构的外观的信息与指示未知对象的外观的信息进行比较,并且基于比较提供以自主模式控制车辆的指令。
    • 17. 发明授权
    • Registration of location data to street maps using hidden markov models, and application thereof
    • 使用隐马尔可夫模型将位置数据注册到街道地图及其应用
    • US08209121B1
    • 2012-06-26
    • US11870265
    • 2007-10-10
    • Abhijit Ogale
    • Abhijit Ogale
    • G01C21/12
    • G01C21/30
    • The present invention provides systems and methods for improving the accuracy of location data, such as GPS data. In an embodiment, the present invention adjusts coordinates by receiving a sequence of coordinates corresponding to a plurality of locations; identifying in a map database, for each location, polyline features within a distance from the coordinates for the location; calculating emission probabilities for the polyline features; calculating transition probabilities for the polyline feature; and adjusting the coordinates for the plurality of locations so that the adjusted coordinates correspond to polyline features belonging to a sequence of polyline features selected, based on the emission probabilities and the transition probabilities, to be the most likely sequence of polyline features that correspond to the sequence of coordinates. Besides improving accuracy, embodiments of this invention enable novel geospatial applications and user interfaces by adding a large amount of meta-information to a location.
    • 本发明提供用于提高诸如GPS数据的位置数据的精度的系统和方法。 在一个实施例中,本发明通过接收对应于多个位置的坐标序列来调整坐标; 在地图数据库中识别每个位置,距离该位置的坐标一定距离内的折线特征; 计算折线特征的排放概率; 计算折线特征的转移概率; 以及调整所述多个位置的坐标,使得所调整的坐标对应于属于所选择的折线特征序列的折线特征,基于所述发射概率和所述转变概率,所述多线线要素是对应于 坐标序列 除了提高精度之外,本发明的实施例通过向一个位置添加大量元信息来实现新颖的地理空间应用和用户界面。