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Selective low bit-rate image compression using wavelet transform

Santos Conde J., Niederholz J., Hosticka B.

Image Processing & Communications

2000

Vol. 6, no 1-2

45-55

A novel image compression approach reaching very low bit-rates by utilization of region of interest information in the transform domain of the discrete wavelet transform (DWT) is introduced. The content-dependent image coding scheme yields an improved quality in the regions of interest while the background regions distant from the center of interest are smooth. Coding distortions are visible for very low bit-rates outside the regions of interest which is tolerable for the purpose of content dependent image compression. The significance of certain image regions can be selected interactively or determined by appropriate image segmentation schemes. Qualitative results are presented for several compression ratios and a comparison with JPEG compression is made.