Title :
A Histogram-Based Fast Enhancement Algorithm for CT Head Images
Author :
Yin, Jun ; Tian, Xiaolin ; Tang, Zesheng ; Sun, Yankui
Author_Institution :
Macao Univ. of Sci. & Technol., Macao
Abstract :
In this paper, we propose a new, fast image enhancement algorithm based on histogram equalization. The new algorithm uses full range of possible gray levels to specially enhance local interested areas, which has much improved the water-washed effect on enhanced CT head images caused by conventional histogram equalization algorithms. Compared with other histogram equalization based image enhancement algorithms, which are usually localized and can improve enhancement results in interested areas but involved huge calculations, the new proposed algorithm has much less algorithm complexity. The new algorithm is easy to implement and fast to get the results. The experiment results in this paper demonstrate the superiority of the proposed algorithm, not only in the performance speed but also in the enhancement results.
Keywords :
brain; computerised tomography; image enhancement; medical image processing; CT head images; fast image enhancement algorithm; gray levels; histogram equalization; local interested areas; water-washed effect;
Conference_Titel :
Biomedical and Pharmaceutical Engineering, 2006. ICBPE 2006. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-981-05-79
Electronic_ISBN :
81-904262-1-4