Title :
RD-OPT: an efficient algorithm for optimizing DCT quantization tables
Author :
Ratnakar, Viresh ; Livny, Miron
Author_Institution :
Dept. of Comput. Sci., Wisconsin Univ., Madison, WI, USA
Abstract :
The Discrete Cosine Transform (DCT) is widely used in lossy image and video compression schemes such as JPEG and MPEG. In this paper we describe RD-OPT, an efficient algorithm for constructing DCT quantization tables with optimal rate-distortion tradeoffs for a given image. The algorithm uses DCT coefficient distribution statistics in a novel way and uses a dynamic programming strategy to produce optimal quantization tables over a wide range of rates and distortions. It can be used to compress images at any desired signal-to-noise ratio or compressed size
Keywords :
data compression; discrete cosine transforms; dynamic programming; image coding; quantisation (signal); JPEG; MPEG; RD-OPT; discrete cosine transform; dynamic programming strategy; image compression; lossy image; optimal quantization tables; optimizing DCT quantization tables; quantization tables; signal-to-noise ratio; video compression schemes; Design optimization; Discrete cosine transforms; Discrete transforms; Frequency; Image coding; PSNR; Quantization; Rate-distortion; Transform coding; Video compression;
Conference_Titel :
Data Compression Conference, 1995. DCC '95. Proceedings
Conference_Location :
Snowbird, UT
Print_ISBN :
0-8186-7012-6
DOI :
10.1109/DCC.1995.515523