A hybrid DCT-SVD image-coding algorithm

  • Authors:
  • A. Dapena;S. Ahalt

  • Affiliations:
  • Departamento de Electronica y Sistemas, Univ. de La Coruna;-

  • Venue:
  • IEEE Transactions on Circuits and Systems for Video Technology
  • Year:
  • 2002

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Abstract

We propose an image-coding algorithm which combines the discrete cosine transform (DCT) and the singular value decomposition (SVD). The DCT is used to transform those blocks in the source image that exhibit a high correlation, while blocks with greater high-frequency content are transformed using the SVD. A simple criterion is used to decide which transform should be used on each block. Simulation results show that the new hybrid algorithm provides good distortion, bit rate, and image quality-especially in images which are less spatially correlated