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).
79 stars
10 watching
17 forks
Language: MATLAB
last commit: over 3 years agoLinked from 1 awesome list
camera-pipelinecie-xyzcie-xyz-netcolor-processingcomputational-photographycomputer-visiondatasetdatasetsdeep-learningdeep-neural-networksdeeplearningimage-processingimage-restorationlow-level-visionsrgb2xyz-datasetunprocessing-images
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 tylermorganwall/rayimage | An image processing library with functions to simulate camera effects and manipulate images | 51 |
 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. | 133 |
 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. | 1,309 |
 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. | 395 |
 cszn/srmd | Develops a single convolutional network to handle various image degradations with improved scalability and efficiency | 427 |
 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. | 65 |
 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. | 373 |
 kmhofmann/selene | An image representation, processing and I/O library with a focus on ease of use and type-safe APIs. | 305 |
 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 |