Computer Vision and Image Processing

• • C5: Cross-camera convolutional color constancy | PyTorch | Reference

  • HistoGAN/ReHistoGAN | PyTorch | Reference

  • Color histogram loss | PyTorch | Reference

  • Mixed white-balance correction | PyTorch | Reference

  • CAMS: Color-aware multi-style transfer | PyTorch | Reference

  • Multi-scale photo exposure correction | Matlab | Reference

  • Local polynomial mapping between images | Matlab | Reference

  • Interactive white-balance correction | Matlab | Reference

  • Image Relighting | PyTorch | Reference

  • Image unprocessing (mapping to CIE XYZ space) | Matlab | PyTorch | Reference

  • Deep white-balance editing | Matlab | PyTorch | Reference

  • Post-capture white-balance correction | Matlab | Python | Reference

  • White balance color augmenter | Matlab | Python | Reference

  • Image recoloring with no target image | Matlab | Reference

  • Sensor-independent illuminant estimation | Matlab | Reference

  • Modified camera pipeline for post-capture color temperature tuning | Matlab | Reference

  • Gamma correction using the sRGB and Adobe RGB standards | Matlab | Reference

  • Semantic color consistency using convolutional neural network (SCCCNN) | Matlab | Reference

  • Image RGB color and hue histograms | Matlab

  • Two-stream CNN for gender classification using hand images | Matlab | Reference

  • Structure similarity (SSIM) and PSNR | Matlab | Reference

  • Image posterization using Fuzzy logic and bilateral filter | Matlab | C++/OpenCV | C++ Project | Reference

  • Seam carving for content-aware image resizing | Matlab | Reference

  • Poisson image editing | Matlab | Reference

  • Color transfer based on linear Monge-Kantorovitch solution | Python | Reference

  • Changing background using different mattes technique | C++/OpenCV

  • Image blending using a modified Poisson blending technique | Matlab | Reference

  • Video face replacement | Matlab | Reference

  • Texture synthesis by non-parametric sampling | Matlab | Reference

  • Detecting the presence of eyeglasses on face images using PCA | Matlab

  • Color transfer between images | Matlab | Reference

  • Histogram equalization | Matlab | C++/OpenCV | Reference

  • Digital photography with flash and no-flash image pairs | Matlab | Reference

  • Image pre-conditioning for out-of-focus projector blur | Matlab | Reference

  • Fast video completion | Matlab | Reference

  • Non-photorealistic camera | Matlab | Reference

  • Joint bilateral filter | Matlab | Reference

  • Image snapping | Matlab | Reference

  • Image restoration in frequency domain (Wiener filter) | Matlab | Reference

  • Frequency domain filters | Matlab | Reference

  • Edge detection | Matlab | Reference

  • RGB histogram matching | Matlab | C++/OpenCV | Reference

  • Skin detection using Mahalanobis distance | Matlab

  • Face recognition using PCA and KNN | Matlab

  • Bag of visual words - GUI | Matlab | Reference

  • Face detection using Viola-Jones algorithm | Python | Reference

Machine Learning

• • Color histogram loss | PyTorch | Reference

  • HistoGAN | PyTorch | Reference

  • Laplacian pyramid net (task: exposure correction, but can be used for other purposes) | Matlab | Reference

  • Multi-task encoder-decoder framework (task: white-balance editing, but can be used for other purposes) | Matlab | PyTorch | Reference

  • White balance color augmenter | Matlab | Python | Reference

  • RGB-uv histogram block for deep learning frameworks | Matlab | PyTorch | Reference1 | Reference2

  • Multi-stream CNN | Matlab

  • Naive Bayes classifier | Matlab | Reference

  • KNN classifier | Matlab | Python | Reference

  • Basis function regression - polynomial functions | Matlab | Reference

  • Face recognition using PCA and KNN | Matlab

  • Bag of visual words - GUI | Matlab | Reference

  • Detecting the presence of eyeglasses on face images using PCA | Matlab

Game Development

• • A simple 2D player object | Unity3D (C#)

  • Binary collector game | EXE

Miscellaneous

• • FlickrImageDownloader | Python

  • Merge sort | C++ | Reference

  • Bubble sort | C++ | Reference

  • Quick sort | C++ | Reference

  • Linear, jump, binary, interpolation & ternary search | Python

  • Rotate image 90 degrees in place | Python

  • Binary search tree | Python | Reference

  • MCQ assessment system | Matlab | Reference

  • Similarity between two text documents | C# | Reference

  • tf–idf: term frequency–inverse document frequency | C# | Reference

GitHub Mathworks