EMCCD color correction based on spectral sensitivity analysis

• Published in: Multimedia tools and applications 2016-07, Vol.75 (13), p.7589-7604
• Main Authors: Son, Jongin, Kang, Minsung, Min, Dongbo, Sohn, Kwanghoon
• Format: Article
• Language: English
• Subjects: Analysis; Cameras; CCD cameras; Channels; Color; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Distortion; Image processing systems; Imaging; Light; Lighting; Multimedia; Multimedia Information Systems; Noise; Semiconductors; Sensitivity analysis; Sensors; Special Purpose and Application-Based Systems; Spectral sensitivity; Studies
• ISSN: 1380-7501; 1573-7721
• DOI: 10.1007/s11042-015-2682-6

The sensor response function of a color camera is very essential to understand an overall camera imaging pipeline and to process captured images. It is also true when we characterize underlying imaging behaviors of the electron multiplying charge coupled device (EMCCD) camera, which was recently proposed to acquire color images in low-light-level conditions. Unlike existing CCD cameras, the EMCCD camera contains partially uni-modal spectral sensitivity functions (SSFs), some of which consists of two base (bi-modal) functions, thus often leading to a serious color distortion in existing characterization techniques. To address this problem, we propose a novel method that corrects output colors of the EMCCD camera by analyzing its partially uni-modal characteristics. Specifically, our goal is to correct such color distortion by adjusting bi-modal SSFs to be uni-modal. We remove the secondary region of bi-modal channels using a pre-calculated spectral sensitivity of the EMCCD camera. Experimental results demonstrate that the proposed method reduces the color distortion as well as enlarges a color gamut, which is crucial to color reproduction.