neogeogre / AerialImageRegistration

Geo-reference aerial images (simple JPG) without ground control points AND without camera poses (Reupload from 2014)

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Automatic Aerial Image Registration Tool

A proof of concept to show that it's possible to geo-reference aerial images (simple JPG) without ground control points AND without camera poses. The registration is done with a SIFT (Scale Invariant Feature Transform) between the drone aerial image and the microsoft Bing map as a reference.

Steps are :

  • Knowing more or less the area of interest, Bing reference images (geoTiff) are downloaded from microsoft server
  • SIFT tie points are computed between each aerial image and the Bing image
  • The projections on the map for each aerial image are computed and filtered
  • Resulting image projected positions are displayed on the World-Wind globe

Demo video :

launch the AIR tool

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Geo-reference aerial images (simple JPG) without ground control points AND without camera poses (Reupload from 2014)


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Language:Java 100.0%