Direct Georeferencing: Position, Orientation, and Calibration
How GNSS/INS trajectory, sensor timing, mounting relationships, and calibration connect images or laser observations to mapped space.

What direct georeferencing means
Direct georeferencing relates a sensor to a mapping coordinate system using measured platform position and orientation at the time of observation. In aerial or mobile mapping, this can provide the exterior orientation for an image, laser pulse, or other sensor measurement without treating the mapping sensor as an isolated device.
Timing, mounting, and calibration are part of the solution
The navigation unit and mapping sensor occupy different physical positions and orientations. Lever-arm and boresight relationships, a shared time basis, sensor calibration, and coordinate-frame definitions must therefore be represented and checked together. Small system-level errors can affect the mapped result even when the trajectory appears plausible.
Why validation remains essential
A computed trajectory is one part of a complete mapping workflow. Control or checkpoints, residual analysis, surface comparisons, strip or overlap checks, and deliverable review provide evidence that the resulting dataset is suitable for its intended use. Direct georeferencing is a method, not a guarantee of accuracy.
Apply this to a project
The appropriate method depends on the environment, decision, control strategy, deliverables, and quality plan.
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