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数码相机的管道建模：从原材料到sRGB和回Modeling the Digital Camera Pipeline: From RAW to sRGB and Back |
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| 课程网址: | http://videolectures.net/nipsworkshops2011_brown_pipeline/ |
| 主讲教师: | Michael S. Brown |
| 开课单位: | 新加坡国立大学 |
| 开课时间: | 2012-01-23 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This talk presents a study of the in-camera imaging process through an extensive analysis of more than 10,000 images from over 30 cameras. The goal is to investigate if output image values (i.e. sRGB) can be transformed to physically meaningful values, and if so, when and how this can be done. From our analysis, we show that the conventional radiometric model fits well for image pixels with low color saturation but begins to degrade as color saturation level increases. This is due to a color mapping process which includes gamut mapping in the in-camera processing that cannot be modeled with conventional methods. To address this issue we introduce a new imaging model for radiometric calibration together with an effective calibration scheme that allows us to compensate for the nonlinear color correction to convert non-linear sRGB images to CCD RAW responses. |
| 关 键 词: | CCD原理; RGB; 相机成像 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-29：wuyq |
| 阅读次数: | 78 |