TRACKING ALGORITHM FOR CONTINUOUS AR EXPERIENCES

    公开(公告)号:US20230359286A1

    公开(公告)日:2023-11-09

    申请号:US18312448

    申请日:2023-05-04

    申请人: Google LLC

    IPC分类号: G06F3/0346 G06T7/70

    摘要: A tracking system and associated algorithms are disclosed that can provide a user with a continuous, reset-free augmented reality (AR) experience. When the user wears an AR headset equipped with a camera and an inertial measurement unit (IMU), motion sensor data from the IMU can be combined with image data from the camera to create a device pose, representing a position and an orientation of the headset relative to its environment. In some implementations, when a reset occurs, a six-degrees-of-freedom (6DoF) algorithm can be configured to support the pose until a re-initialization is completed. In some implementations, a neural network can be used to correct for IMU integration drifts in the 6DoF algorithm. In some implementations, the IMU-based 6DoF uses a neural network that exploits the device's past motion to infer its future motion.