UNIFIED VISUAL LOCALIZATION ARCHITECTURE

    公开(公告)号:US20250078314A1

    公开(公告)日:2025-03-06

    申请号:US18487653

    申请日:2023-10-16

    Abstract: Systems and methods for providing a unified visual localization architecture are described herein. In some implementations, a system includes an image acquisition device mounted to an object, the image acquisition device configured to acquire a query frame of an environment containing the object. The system also includes a memory device configured to store an image database. Further, the system includes at least one processor configured to execute computer-readable instructions that direct the at least one processor to identify a set of data in the image database that potentially matches the query frame; identify a vision localization paradigm in a plurality of vision localization paradigms; and determine a pose for the object using the set of data, the query frame, and lens characteristics for the image acquisition device as inputs to the vision localization paradigm.

    VISION-ONLY POSE RELOCALIZATION
    3.
    发明申请

    公开(公告)号:US20240428436A1

    公开(公告)日:2024-12-26

    申请号:US18471807

    申请日:2023-09-21

    Abstract: Systems and methods for vision-only pose relocalization include an image acquisition device on an object that acquires a query frame of an environment containing the object; and a memory device that stores an image database. Further, the system can also include a processor that executes computer-readable instructions that direct the processor to perform a coarse-matching algorithm to identify a set of coarsely matched frames of data stored in the image database that coarsely match the query frame; perform a fine-matching algorithm to identify a candidate image in the set of coarsely matched frames that match the query frame; designate the candidate image as a matching image based on whether the candidate image satisfies a validity check; and perform a pose-solving algorithm based on the acquired query frame, the matching image, and parameters for the image acquisition device to estimate a pose of the object in six degrees of freedom.

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