REAL TIME ROBUST LOCALIZATION VIA VISUAL INERTIAL ODOMETRY

    公开(公告)号:US20200025570A1

    公开(公告)日:2020-01-23

    申请号:US16498721

    申请日:2018-03-29

    Abstract: A camera-based localization system is provided. The camera-based localization system may assist an unmanned vehicle to continue its operation in a GPS-denied environment with minimal increase in vehicular cost and payload. In one aspect, a method, a computer-readable medium, and an apparatus for localization via visual inertial odometry are provided. The apparatus may construct an optical flow based on feature points across a first video frame and a second video frame captured by a camera of the apparatus. The apparatus may refine the angular velocity and the linear velocity corresponding to the second video frame via solving a quadratic optimization problem constructed based on the optical flow, the initial values of the angular velocity and the linear velocity corresponding to the second video frame. The apparatus may estimate the pose of the apparatus based on the refined angular velocity and the refined linear velocity.

    METHOD AND DEVICE FOR IMAGE PROCESSING
    4.
    发明申请
    METHOD AND DEVICE FOR IMAGE PROCESSING 有权
    用于图像处理的方法和装置

    公开(公告)号:US20150154468A1

    公开(公告)日:2015-06-04

    申请号:US14372837

    申请日:2013-01-18

    CPC classification number: G06K9/52 G06K9/46 G06T5/008 G06T5/20 G06T2207/20208

    Abstract: Embodiments provide a method for processing an input image having a plurality of pixels, wherein each pixel has a pixel position. The method may include determining, for each pixel position, a vector based on the input image; and determining, for each pixel position, a detail value for the pixel position based on the determined vectors at a plurality of neighboring pixel positions within a predetermined neighboring block of the pixel position.

    Abstract translation: 实施例提供了一种用于处理具有多个像素的输入图像的方法,其中每个像素具有像素位置。 该方法可以包括针对每个像素位置确定基于输入图像的向量; 以及基于在所述像素位置的预定相邻块内的多个相邻像素位置处的所确定的矢量,针对每个像素位置确定所述像素位置的细节值。

    Method and device for image processing
    9.
    发明授权
    Method and device for image processing 有权
    图像处理方法和装置

    公开(公告)号:US09466007B2

    公开(公告)日:2016-10-11

    申请号:US14372837

    申请日:2013-01-18

    CPC classification number: G06K9/52 G06K9/46 G06T5/008 G06T5/20 G06T2207/20208

    Abstract: Embodiments provide a method for processing an input image having a plurality of pixels, wherein each pixel has a pixel position. The method may include determining, for each pixel position, a vector based on the input image; and determining, for each pixel position, a detail value for the pixel position based on the determined vectors at a plurality of neighboring pixel positions within a predetermined neighboring block of the pixel position.

    Abstract translation: 实施例提供了一种用于处理具有多个像素的输入图像的方法,其中每个像素具有像素位置。 该方法可以包括针对每个像素位置确定基于输入图像的向量; 以及基于在所述像素位置的预定相邻块内的多个相邻像素位置处的所确定的矢量,针对每个像素位置确定所述像素位置的细节值。

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