Title :
Brightness preserving video contrast enhancement using S-shaped Transfer function
Author :
Ke Gu ; Guangtao Zhai ; Min Liu ; Xiongkuo Min ; Xiaokang Yang ; Wenjun Zhang
Author_Institution :
Inst. of Image Commun. & Inf. Process., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
This paper presents an efficient perceptual model inspired efficient video contrast enhancement algorithm. We propose a S-shaped transfer function for image pixel values that effectively improves the perceived contrast while preserving brightness of the scene. The S-shaped transfer function has only one control parameter that can be adaptively chosen for different video contents, such as sports, cartoon, news, and landscape programs. Then, the input image brightness is further preserved, in order to maintain the perception of human visual system (HVS) to some special scenes, such as dark scene and seaside scene. Experiments and comparative study on VQEG Phase I test database demonstrate that the proposed S-shaped Transfer function based Brightness Preserving (STBP) contrast enhancement algorithm outperforms various histogram equalization based methods such as HE, DSIHE, RSIHE and WTHE, yet with much lower computational complexity.
Keywords :
computational complexity; transfer functions; video signal processing; DSIHE method; HE method; HVS perception; RSIHE method; S-shaped transfer function; STBP contrast enhancement algorithm; VQEG phase I test database; WTHE method; brightness preserving video contrast enhancement; cartoon program; computational complexity; dark scene; efficient perceptual model-inspired efficient video contrast enhancement algorithm; histogram equalization method; human visual system perception; image pixel value; input image brightness; landscape program; news program; perceived contrast; scene brightness; seaside scene; sports program; video content; Brightness; Computational complexity; Databases; Histograms; Streaming media; Transfer functions; Video sequences; S-shaped transfer curves; Video contrast enhancement; brightness preservation; human visual system (HVS); video scenes;
Conference_Titel :
Visual Communications and Image Processing (VCIP), 2013
Conference_Location :
Kuching
Print_ISBN :
978-1-4799-0288-0
DOI :
10.1109/VCIP.2013.6706336