Title :
Deringing and deblocking DCT compression artifacts with efficient shifted transforms
Author :
Samadani, Ramin ; Sundararajan, Arvind ; Said, Amir
Author_Institution :
Dept. of Imaging Technol., HP Labs, Palo Alto, CA, USA
Abstract :
A new method, using weighted combinations of shifted transforms, is developed for deringing and deblocking DCT compressed color images. The method shows substantial deringing improvement over prior methods, maintains comparable deblocking and shows comparable PSNR gains. The method automatically adapts to input image quality, and it may be implemented using low-complexity, swath-based processing. Multiplier-less transforms better suited for parallel hardware implementation are developed. Finally, PSNR comparisons are provided for the different methods. The new method using the DCT transform offers good visual results with PSNR comparable to prior work, and the multiplier-less transforms offer good visual results at a slight loss in PSNR.
Keywords :
computational complexity; data compression; discrete cosine transforms; image coding; image colour analysis; transform coding; PSNR gain; color image compression; deblocking DCT compression artifacts; discrete cosine transform; image quality; multiplier-less transform; parallel hardware implementation; shifted transform; signal-to-noise ratio; swath-based processing; Cameras; Discrete cosine transforms; Displays; Image coding; Image quality; PSNR; Sparse matrices; Transform coding; Video compression; Wavelet transforms;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421424