Automatic Image Registration Through Image Segmentation and SIFT

@article{Gonalves2011AutomaticIR,
  title={Automatic Image Registration Through Image Segmentation and SIFT},
  author={Hern{\^a}ni Gonçalves and Lu{\'i}s Corte-Real and Jos{\'e} Alberto Gonçalves},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  year={2011},
  volume={49},
  pages={2589-2600}
}
Automatic image registration (AIR) is still a present challenge for the remote sensing community. Although a wide variety of AIR methods have been proposed in the last few years, there are several drawbacks which avoid their common use in practice. The recently proposed scale invariant feature transform (SIFT) approach has already revealed to be a powerful tool for the obtention of tie points in general image processing tasks, but it has a limited performance when directly applied to remote… CONTINUE READING

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