Title :
A new algorithm for bit rate allocation in JPEG2000 tile encoding
Author :
Ardizzone, Edoardo ; Cascia, Marco La ; Testa, Fabio
Author_Institution :
Dipt. di Ingegneria Informatica, Palermo Univ., Italy
Abstract :
A new algorithm for allocating a given bit rate to different image tiles in the JPEG2000 encoding system is proposed. The algorithm outperforms other approaches commonly used in implementations. The new algorithm is suitable when information content is not equally distributed across the image. It is based on the computation of an index of the information content of each tile. To implement the proposed approach, we modified JasPer, a free software-based JPEG2000 coder implementation (Adams, M.D. and Kossentini, F., Proc. IEEE Int. Conf. on Image Process., vol.2, p.53-6, 2000). The experimentation was carried out on a subset of the JPEG2000 test images. Experimental results are reported, showing the PSNR of the decompressed images to be better than the one produced with the traditional approach, when the information content is not equally distributed across the image, and to be comparable to that of the traditional approach, when the information distribution is quite uniform.
Keywords :
data compression; image coding; JPEG2000 tile encoding; JasPer; PSNR; bit rate allocation; decompressed images; image coding; information content index; Bit rate; Encoding; Frequency; Image coding; PSNR; Partitioning algorithms; Pixel; System testing; Tiles; Wavelet transforms;
Conference_Titel :
Image Analysis and Processing, 2003.Proceedings. 12th International Conference on
Print_ISBN :
0-7695-1948-2
DOI :
10.1109/ICIAP.2003.1234125