Recent multiscale AM-FM methods in emerging applications in medical imaging

Amplitude-modulation frequency-modulation (AM-FM) decompositions represent images using spatially-varying sinusoidal waves and their spatially-varying amplitudes. AM-FM decompositions use different scales and bandpass filters to extract the wide range of instantaneous frequencies and instantaneous amplitude components that may be present in an image. In the past few years, as the understanding of its theory advanced, AM-FM decompositions have been applied in a series of medical imaging problems ranging from ultrasound to retinal image analysis, yielding excellent results. This article summarizes the theory of AM-FM decompositions and related medical imaging applications.

• Publication year

  2012

• Venue

  EURASIP Journal on Advances in Signal Processing

• Publication date

  2012-02-08

• Fields of study

  Medicine, Computer Science, Engineering

• Identifiers
  DOI 10.1186/1687-6180-2012-23
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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