Title :
Digital camera IP-pipeline based on BV-G color-image decomposition
Author :
Saito, Takahiro ; Yamada, Daisuke ; Komatsu, Takashi
Author_Institution :
Dept. of E&I Frontiers, Kanagawa Univ., Yokohama, Japan
Abstract :
This paper proposes a new digital-camera image-processing (IP) pipeline, in which observed raw color data is firstly demosaicked, and the demosaicked color image is decomposed into its two components, namely a structure component and a texture component, with our previously proposed BV-G color-image decomposition method, and then the two components are separately processed, and finally the two processed components are combined to synthesize an output color image. The BV-G color-image decomposition method utilizes inter-channel color cross-correlations, which alleviate bad effects of observation noise on quality of an output color image. Furthermore, this paper introduces a technique into the IP-pipeline, to adjust a trade-off between noise visibility and texture sharpness to user´s taste.
Keywords :
cameras; image colour analysis; image texture; pipeline processing; BV-G color image decomposition method; digital camera image processing pipeline; inter-channel color cross-correlations; noise visibility; observation noise; texture sharpness; Color; Colored noise; Digital cameras; Digital filters; Image decomposition; Noise reduction; Optical filters; Optical noise; Pipelines; Rendering (computer graphics); Demosaicing; image decomposition; image-processing pipeline; inverse gamma correction; nonlinear image-processing;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5413836