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Advantages

  • Representation is less over complete than complex steerable pyramid approach
  • Supports real-time phase-based video magnification at a fraction of the processing time of existing methods
  • Reisz pyramids can be implemented using compact, efficient linear filters in the spatial domain
  • Riesz pyramid phase-shifts image features along their dominant orientation, rather than every orientation like the complex steerable pyramid, for improved video magnification