Title :
Adaptive image enhancement based on fractional differential mask
Author :
Chen, Dali ; Chen, YangQuan ; Xue, Dingyu ; Pan, Feng
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
In this paper, an adaptive image enhancement based on fractional differential mask is proposed. Firstly, the designing method of the fractional differential mask is introduced and the image enhancing strategy based on the fractional differential mask is presented. Then, an unsupervised method is introduced to optimize the fractional order parameter by using the statistical character of digital image. The experiments demonstrate the validity of the proposed image enhancing algorithm.
Keywords :
image enhancement; optimisation; statistical analysis; adaptive image enhancement; digital image statistical character; fractional differential mask; fractional order parameter optimization; unsupervised method; Cost function; Erbium; Human immunodeficiency virus; Image processing; Strontium; Differentiator; Fractional order; Image Enhancement;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244164