Title :
Image enhancement and space-variant color reproduction method for endoscopic images using adaptive sigmoid function
Author :
Imtiaz, Mohammad Shamim ; Wahid, Khan A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Saskatchewan, Saskatoon, SK, Canada
Abstract :
This paper presents an image enhancement and space-variant color reproduction method based on adaptive sigmoid function for endoscopic image. At first, using YCBCR conversion matrix, the color image is separated into luminance and chrominance components. The adaptive sigmoid function with two controlling parameters is applied on the uniformly distributed luminance pixels. The space-variant color reproduction generates new chrominance components by transferring and modifying old chrominance based on texture information. Finally, new luminance and chrominance components are converted into RGB color image. The proposed method highlights some of the tissue and vascular characteristics as well as pit patterns in lesion and polyp. The performance of the proposed scheme is compared with other related methods in terms of image quality, focus value, efficiency of color reproduction and statistic of visual representation.
Keywords :
biological tissues; endoscopes; image colour analysis; image enhancement; image representation; image texture; medical image processing; RGB color image; YCBCR conversion matrix; adaptive sigmoid function; chrominance components; endoscopic images; focus value; image enhancement; image quality; lesion; luminance components; old chrominance; pit patterns; polyp; space-variant color reproduction method; texture information; tissue characteristics; uniformly distributed luminance pixels; vascular characteristics; visual representation; Color; Endoscopes; Image color analysis; Image enhancement; Image quality; Imaging; Visualization; Color reproduction; Endoscopic image; Image enhancement; adaptive sigmoid function;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944477