Joint demosaicing of colour and polarisation from filter arrays
نویسندگان
چکیده
This article considers the joint demosaicing of colour and polarisation image content captured with a Colour Polarisation Filter Array imaging system. The Linear Minimum Mean Square Error algorithm is applied to this case, its performance compared state-of-theart Edge-Aware Residual Interpolation algorithm. Results show that LMMSE method gives statistically higher scores on largest tested database, in term peak signal-to-noise ratio relatively CPFA-dedicated
منابع مشابه
Two Stage Demosaicing Algorithm for Color Filter Arrays
This paper proposes an efficient two stage demosaicing method to interpolate color filter array images. The proposed method based on the edge sensing technique improves the interpolation performance by adopting the color difference model for a green channel as well as a red/blue channel. In particular, the green channel interpolation method with a new concept includes the gradient operator, whi...
متن کاملDemosaicing images from colour cameras for digital image correlation
Digital Image Correlation is not the intended use for consumer colour cameras, but with care they can be successfully employed in such a role. The main obstacle is the sparsely sampled colour data caused by the use of a colour filter array (CFA) to separate the colour channels. It is shown that the method used to convert consumer camera raw files into a monochrome image suitable for digital ima...
متن کاملComparative Study of Demosaicing Algorithms for Bayer and Pseudo-Random Bayer Color Filter Arrays
The image registration by digital cameras and video cameras requires digital filters to be posed onto the photo-sensitive sensors (CCD and CMOS). The filters are arranged in patterns across the face of the image sensing array. The most commonly used color filter array is Bayer pattern. An alternative of this pattern is a Pseudo-Random Bayer color filter array (CFA). Its structure differs consid...
متن کاملVector Color Filter Array Demosaicing
Single-sensor digital cameras spatially sample the incoming image using a color filter array (CFA). Consequently, each pixel only contains a single color value. In order to reconstruct the original full-color image, a demosaicing step must be performed which interpolates the missing colors at each pixel. Goals in CFA demosaicing include color fidelity, spatial resolution, no false colors, no ja...
متن کاملUDP – a New Universal Demosaicing Pipeline Algorithm for RGB Color Filter Arrays
A new universal demosaicing algorithm suitable for imaging pipelines using a RGB color filter array (CFA) is proposed. The proposed algorithm can reconstruct single-sensor images registered by a digital camera equipped with any RGB CFA currently in use. The algorithm includes a spatio-spectral interpolation model, a new edge-detection technique, and a post processing to reduce the color shifts ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Final program and proceedings
سال: 2021
ISSN: ['2166-9635', '2169-2629']
DOI: https://doi.org/10.2352/issn.2169-2629.2021.29.288