This repository contains a collection of solved exercises that implement various algorithms from the field of image processing, including the Lucas-Kanade algorithm, neural networks, and other advanced methods.

C++ library for the creation of laplacian-pyramids

utility to convert between lat/lon and cubemap environment maps, and to extract single images and image series in several projections and arbitrary orientation

Image Pyramid tools for Mathematica

Panorama stitching using DLT(Direct Linear Transform) for homography estimation, and stitching using Image pyramids.

Exploring texture image processing with the Kylberg Texture Dataset, this project involves preprocessing, learning-free classification, and a multilayer perceptron. Metrics evaluate performance and compare methods. It was part of my uOttawa Master's in Computer Vision (2023).

Assignments in NCTU Computer Vision class (ILE5062)

Tensors and Eigen-Decomposition in 3D for Medical Imaging (OpenMP)

Implementation of IEEE paper on Image dehazing using multiple scale fusion.

Image pyramid generation for grayscale and segmentation image resize.

python tools for BigDataViewer

An OpenCV/Qt based realtime application for Eulerian Video Magnification / Motion Magnification. Works with multiple videos and cameras at the same time and let's you export the magnified videos.