github 资源, matlab/python ISP
本帖最后由 剑客 于 2020-10-22 18:24 编辑https://github.com/AbdoKame
camera-pipeline
A simple and light-weight camera image processing pipeline implemented in MATLAB and Python.Start by running:Matlab: matlab/demo.mPython: python/demo.pyPython requirements (python/requirements.txt) -- other versions may worknumpy==1.17.2scipy==1.3.1opencv-python==4.1.1.26rawpy==0.14.0exifread==2.1.2colour-demosaicing==0.1.5This is the code used to render the sRGB images from the Raw-RGB images of the Smartphone Image Denoising Dataset (SIDD).This code is helpful for participants of the real image denoising challenges on CodaLab:NTIRE 2020 Real Image Denoising Challenge - Track 1: rawRGBNTIRE 2020 Real Image Denoising Challenge - Track 2: sRGBNTIRE 2019 Real Image Denoising Challenge - Track 1: Raw-RGBNTIRE 2019 Real Image Denoising Challenge - Track 2: sRGBPaperAbdelhamed, A., Lin, S., & Brown, M. S. (2018). A High-Quality Denoising Dataset for Smartphone Cameras. In 2018 {IEEE}/{CVF} Conference on Computer Vision and Pattern Recognition. {IEEE}. Retrieved from https://doi.org/10.1109%2Fcvpr.2018.00182Enjoy!
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