Abstract
Image sensors in cameras that are used for outdoor imaging, such as for automotive applications, are typically operated in high dynamic range (HDR) mode. Photo-response linearity is a key performance indicator of image sensors. Existing procedures for evaluation of image sensor linearity are based on exposure variation. They are efficient when image sensors are operated in the basic mode, which has a limited dynamic range, however, they are difficult or impractical to implement with image sensors in HDR mode. This work presents a method to evaluate linearity of image sensors in HDR mode. The method uses an indirect approach, which is based on the relative response between color channels in color cameras. It is independent of the HDR mechanism and the actual photoresponse ratios between color channels; it can be applied to monochrome cameras with attenuation filters. We demonstrate the method with a camera module that includes a color image sensor that is activated in HDR mode with the recommended configuration file and with a file that was modified to produce a non-linear HDR response. Raw image data were collected with test targets in a controlled lab environment, and outdoors in a representative HDR scene. The data were used to calculate signal and noise properties to construct signal-to-noise ratio and relative channel response curves, and to evaluate color properties. Analysis of the relative response curves show that the proposed method is highly sensitive to deviation from linearity and that it correlates well with color artifacts.
Published Version
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
