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Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

  • image-denoising
  • residual-learning
  • super-resolution
  • jpeg-deblocking

HDR Toolbox for processing High Dynamic Range (HDR) images into MATLAB and Octave

  • hdr
  • tone-mapping
  • inverse-tonemapping
  • tonemapping

DetecDiv provides a comprehensive set of tools to analyze time microscopy images using deep learning methods. The software structure is such that data can be processed either at the command line or using a graphical user-interface. Detecdiv classification models include : image classification and regression, semantic segmentation, LSTM networks to analyze data and image timeseries.