The multiscale Hermite transform for local orientation analysis

@article{SilvnCrdenas2006TheMH,
  title={The multiscale Hermite transform for local orientation analysis},
  author={Jos{\'e} Luis Silv{\'a}n-C{\'a}rdenas and Boris Escalante-Ram{\'i}rez},
  journal={IEEE Transactions on Image Processing},
  year={2006},
  volume={15},
  pages={1236-1253}
}
The efficient representation of local differential structure at various resolutions has been a matter of great interest for adaptive image processing and computer vision tasks. In this paper, we derive a multiscale model to represent natural images based on the scale-space representation: a model that has an inspiration in the human visual system. We first derive the one-dimensional case and then extend the results to two and three dimensions. The operators obtained for analysis and synthesis… CONTINUE READING

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