Program for Harris Corner Detection with non-maximum Suppression, HOG Feature Extraction, Feature Comparison, Gaussian Noise and Smoothing.
Code for experiments in paper: Non-Asymptotic Bounds for Zeroth-Order Stochastic Optimization
Implementation of smoothing-based optimization algorithms
External module for ITK v4 implementing the Young & Van Vliet recursive gaussian smoothing filter.
Canny Edge Detector is an implementation of the edge detection method defined by John Canny in 1986. 2020.
The Canny edge detector is an edge detection operator that uses a multi-stage algorithm to detect a wide range of edges in images.
This repository covers the basics of image processing using MATLAB. Includes 10 problems and solutions with corresponding MATLAB files. Ideal for beginners in image processing ... ❤️
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).
Utilized OpenCV to effectively detect and interpret lane lines, a critical function for Autonomous Cars
This repository covers merging foreground and background images and offers functionality for Gaussian smoothing and unsharp masking with adjustable parameters.
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