Explore a comprehensive collection of tutorials and articles focused on image processing techniques and algorithms. This category covers a wide range of topics, including image analysis, photo filtering, graphics manipulation, and creative photo effects. Whether you’re a beginner or an experienced practitioner, you’ll find valuable resources to enhance your skills and understanding of image processing and computer graphics.
Gradient non-maximum suppression is an edge thinning algorithm that extracts thin contours of objects in an image. The output of this image processing algorithm is…
The Sobel filter (also called Sobel-Feldman operator) is an edge detection algorithm, that results in image emphasizing edges. Computer vision apps often use this image…
The Median filter is a nonlinear noise reduction technique that is widely used in image processing. It is very effective in cases of salt and…
The Mean filter is a linear low-pass blur photo filter where each pixel in the output image has average value of its neighboring pixels. The…
The Hough Transform is a method to find shapes in an image. The classical transformation is initially designed to identify lines in the image. Later…
Gaussian blur is an essential part of many image processing algorithms. It serves to clear the noise in the images, as well as a general…