An image compression scheme is proposed, utilising wavelet- based image segmentation and texture analysis, and patch- based texture synthesis. This has been incorporated into a JPEG framework. Homogeneous textured regions are identified and removed prior to transform coding. These regions are then replaced at the decoder by synthesis from marked samples, and colour matched to ensure similarity to the original. Experimental results on natural images show bitrate savings of over 18% compared with JPEG for little change in measured visual quality.
|Title of host publication||15th IEEE International Conference on Image Processing (ICIP 2008), San Diego, USA|
|Publisher||Institute of Electrical and Electronics Engineers (IEEE)|
|Pages||2892 - 2895|
|Number of pages||4|
|Publication status||Published - 12 Oct 2009|
Byrne, JD., Ierodiaconou, SP., Bull, DR., Redmill, DW., & Hill, PR. (2009). Unsupervised image compression-by-synthesis within a JPEG framework. In 15th IEEE International Conference on Image Processing (ICIP 2008), San Diego, USA (pp. 2892 - 2895). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICIP.2008.4712399