Title :
A lossless medical image compression scheme using modified S-tree structure
Author :
Chan, Chi-Shiang ; Chang, Chin-Chen
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., National Chung Cheng Univ., Chiayi, Taiwan
Abstract :
The medical images have an important characteristic that the pixel-to-pixel correlation is very close. In order to preserve this characteristic, we propose a lossless medical image compression method in this paper. Our method builds the modified S-tree structure to make each block contain similar pixels. Therefore, our method can reduce the needed number of bits to record those pixels. The experimental results also show that our method is better than other methods in almost all cases.
Keywords :
data compression; image coding; medical image processing; tree data structures; lossless medical image compression; modified S-tree structure; pixel-to-pixel correlation; Binary trees; Biomedical engineering; Biomedical imaging; Computed tomography; Computer science; Huffman coding; Image coding; Medical diagnostic imaging; Pixel; Pulse modulation;
Conference_Titel :
Advanced Information Networking and Applications, 2005. AINA 2005. 19th International Conference on
Print_ISBN :
0-7695-2249-1
DOI :
10.1109/AINA.2005.31