Coordinate georeferencing of geoimages using computer vision
A.R. Mukhametshin,
T.E. Samsonov,
I.K. Lurie
Abstract:This paper presents the process of creating a model for automated georeferencing of geo- images using image matching technology, an increasingly popular computer vision concept that has not received proper attention in cartography to date. LoFTR (Local Feature Matching with Transformers), a new approach to find and match key points in pairs of images was used as a basis for the developed model. At the first stage, a model architecture and successive stages of input data processing were defined. At the second s… Show more
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