Title :
Post-processing for artifact reduction in JPEG-compressed images
Author :
Su, Jonathan K. ; Mersereau, Russell M.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
An iterative post-processing algorithm for reducing blocking and ringing in block transform-coded images is presented. It smooths the decompressed image and uses convex projections theory to preserve the image´s edges and bit-stream. The algorithm exploits the coding scheme´s block structure and ringing behavior. In experiments it outperforms an existing method and gives significant subjective and objective improvement over the decompressed image. Sufficient conditions for algorithm convergence are given
Keywords :
block codes; convergence of numerical methods; data compression; image coding; interference suppression; iterative methods; smoothing methods; transform coding; JPEG-compressed images; algorithm convergence; bit-stream; block transform-coded images; blocking; coding scheme; convex projections theory; decompressed image; edges; iterative post-processing algorithm; ringing; smoothing; Bit rate; Convergence; Discrete cosine transforms; Finite impulse response filter; Image coding; Image sequences; Iterative algorithms; Streaming media; Sufficient conditions; Transform coding;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479967