Title :
Fast color image enhancement based on fuzzy multiple-scale Retinex
Author :
Chao An ; Mei Yu
Author_Institution :
Sch. of Software Eng., Chongqing Univ. of Posts & Telecommun., Chongqing, China
Abstract :
Based on the assumption of spatially smooth illuminant, traditional Retinex enhancement methods suffer the existence of halo artifacts. According to its drawback, add to the advantage of MSRCR, we propose a fast fuzzy multiple-scale Retinex color image enhancement method. The new Retinex method restricts the center/surround spatially contrast operation in region with homogeneous illumination, experimental results demonstrate that our method efficiently reduces halo artifacts. Meanwhile, we use an adaptive Gaussian mask to reduce the computational time. Experimental results are given to show its effectiveness.
Keywords :
Gaussian processes; fuzzy set theory; image colour analysis; image enhancement; lighting; MSRCR; adaptive Gaussian mask; color image enhancement; fuzzy multiple-scale Retinex; halo artifacts; homogeneous illumination; Educational institutions; Image color analysis; Lighting; Telecommunications; Color Image Enhancement; Fuzzy Multiple-Scale Retinex; MSRCR;
Conference_Titel :
Strategic Technology (IFOST), 2011 6th International Forum on
Conference_Location :
Harbin, Heilongjiang
Print_ISBN :
978-1-4577-0398-0
DOI :
10.1109/IFOST.2011.6021204