Title :
Removal of tile artifacts using projection onto scaling functions for JPEG2000
Author :
Berkner, Kathrin ; Schwartz, Edward L.
Author_Institution :
Ricoh Innovations Inc., Menlo Park, CA, USA
Abstract :
For practical image compression systems, handling images divided into independent tiles in the pixel domain is important. However, tiling introduces artifacts when transform coefficients are quantized The paper presents a "detiling" solution applicable to wavelet transform coefficients. The solution, called projection onto scaling functions, eliminates the blocking artifacts by computing approximations that match the smoothness of the compressed image inside a tile. This solution is applicable to any wavelet filter - extending previous work that applied only to a limited class of wavelet filters - and specifically targets decoding of JPEG2000 compressed images.
Keywords :
approximation theory; data compression; decoding; image coding; image segmentation; transform coding; wavelet transforms; JPEG2000; blocking artifacts; decoding; detiling; image compression; projection onto scaling functions; tile artifacts; wavelet filters; wavelet transform coefficients; Decoding; Discrete cosine transforms; Filters; Image coding; Image reconstruction; Quantization; Tiles; Transform coding; Wavelet coefficients; Wavelet transforms;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1038038