CIE_XYZ_NET

Image processor

A software framework for unprocessing images to enhance low-level computer vision tasks using color processing and deep neural networks.

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

GitHub

79 stars
10 watching
17 forks
Language: MATLAB
last commit: over 1 year ago
Linked from 1 awesome list

camera-pipelinecie-xyzcie-xyz-netcolor-processingcomputational-photographycomputer-visiondatasetdatasetsdeep-learningdeep-neural-networksdeeplearningimage-processingimage-restorationlow-level-visionsrgb2xyz-datasetunprocessing-images

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
tylermorganwall/rayimage An image processing library with functions to simulate camera effects and manipulate images 50
usercode/imagewizard An ASP.NET Core service for processing images in real-time with various filters and caching options. 69
progamergov/neural-dream An implementation of DeepDream algorithm using PyTorch for image processing and computer vision. 132
colorfulsoft/styletransfer-colorization-superresolution A collection of C# implementations of neural network image processing algorithms 43
image-py/imagepy An image processing framework for Python that integrates with various libraries and allows for plugin-based extension. 1,304
suhongjian/matlab-make-blurred-images-clear A collection of image processing algorithms implemented in MATLAB 45
kawoou/flexibleimage An image processing framework allowing developers to easily apply filters and effects in a method chaining style. 825
google-deepmind/dm_pix An image processing library built on top of JAX to provide optimized and parallelized functions for machine learning research. 389
cszn/srmd Develops a single convolutional network to handle various image degradations with improved scalability and efficiency 426
graceliulingzi/matlab-gui-design--image-processing An image processing application with a graphical user interface, allowing users to input parameters and visualize the effects of various transformations on an image. 64
aitorzip/keras-icnet A deep learning framework for real-time image segmentation on high-resolution images using convolutional neural networks 86
oguzhaninan/korkut An image processing tool that provides a command-line interface for converting, cropping, resizing, rotating, watermarking, and flipping images. 370
kmhofmann/selene An image representation, processing and I/O library with a focus on ease of use and type-safe APIs. 303
jacraig/structure.sketching An image processing library for .Net applications supporting multiple formats and filters. 84
aoles/ebimage A comprehensive R package for image processing and analysis in bioinformatics. 71