Georeferencing Maps
The MultiSet Visual Positioning System (VPS) now supports the use of geolocation data as an external prior to enhance localization performance. This feature, called HintPosition, allows you to provide approximate position information to the localization query, which helps narrow down the search space and improves the speed and accuracy of pose estimation.
By geo-referencing your 3D scans with WGS84 coordinates, you can leverage device GPS and other sensors to provide initial position estimates that significantly reduce the computational load during localization.
Benefits of Using HintPosition
Improved Performance: Reduces search space and computational requirements
Faster Localization: Achieves quicker initial positioning by focusing on relevant areas
Higher Accuracy: Resolves potential ambiguities in visually similar environments
Seamless Transitions: Enables smooth transitions between different mapped areas
Reduced Resource Usage: Lower memory and processing requirements on devices
Setting Up Geo-Referenced Maps
To use the HintPosition feature effectively, you need to establish a proper geo-reference for your MultiSet maps. This involves:
Recording the exact WGS84 coordinates (latitude, longitude, altitude) of your map's origin point
Documenting the compass heading to establish the orientation relative to true north
Configuring these values in your MultiSet project settings
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