In image processing, a Gaussian blur (also known as Gaussian smoothing) is the result of blurring an image by a Gaussian function (named after mathematician and scientist Carl Friedrich Gauss). It is a widely used effect in graphics software, typically to reduce image noise and reduce detail. The visual effect of this blurring technique is a smooth blur resembling that of viewing the image through a translucent screen, distinctly different from the bokeh effect produced by an out-of-focus lens or the shadow of an object under usual illumination. Gaussian smoothing is also used as a pre-processing stage in computer vision algorithms in order to enhance image structures at different scales—see scale space representation and scale space implementation. (Wikipedia).
(ML 19.1) Gaussian processes - definition and first examples
Definition of a Gaussian process. Elementary examples of Gaussian processes.
From playlist Machine Learning
(PP 6.3) Gaussian coordinates does not imply (multivariate) Gaussian
An example illustrating the fact that a vector of Gaussian random variables is not necessarily (multivariate) Gaussian.
From playlist Probability Theory
PUSHING A GAUSSIAN TO THE LIMIT
Integrating a gaussian is everyones favorite party trick. But it can be used to describe something else. Link to gaussian integral: https://www.youtube.com/watch?v=mcar5MDMd_A Link to my Skype Tutoring site: dotsontutoring.simplybook.me or email dotsontutoring@gmail.com if you have ques
From playlist Math/Derivation Videos
(ML 19.2) Existence of Gaussian processes
Statement of the theorem on existence of Gaussian processes, and an explanation of what it is saying.
From playlist Machine Learning
Gaussian elimination example is discussed and the general algorithm explained. Such ideas are important in the solution of systems of equations.
From playlist Intro to Linear Systems
(ML 16.6) Gaussian mixture model (Mixture of Gaussians)
Introduction to the mixture of Gaussians, a.k.a. Gaussian mixture model (GMM). This is often used for density estimation and clustering.
From playlist Machine Learning
Gaussian Mistake? In this video, I cover a super interesting fact related to the gaussian integral that a subscriber recommended to me. Did Gauss make a mistake, or is there something more subtle going on? Gaussian Integral 12 Ways: https://www.youtube.com/playlist?list=PLJb1qAQIrmmCgLyH
From playlist Gaussian Integral
This is the Difference of Gaussians
In the realm of image based edge detection, aesthetically pleasing edges are hard to come by. But, what if we could get stylized edge lines by just blurring our image twice? Download my GShade shader pack! https://github.com/GarrettGunnell/AcerolaFX/wiki Patreon: https://www.patreon.com/
From playlist Post Processing
Mixture Models 4: multivariate Gaussians
Full lecture: http://bit.ly/EM-alg We generalise the equations for the case of a multivariate Gaussians. The main difference from the previous video (part 2) is that instead of a scalar variance we now estimate a covariance matrix, using the same posteriors as before.
From playlist Mixture Models
Video Game & Complex Bokeh Blurs - Computerphile
How do Madden, FIFA, PGA Tour get that lovely shallow depth of field in real time? Dr Mike Pound explains how Complex Gaussian Blurs can be separable. Mike's code: https://github.com/mikepound/convolve EXTRA BITS: https://youtu.be/Nl0Wq_BTdmQ https://www.facebook.com/computerphile ht
From playlist Computer Vision: Filters (Blur, Edge Detection etc)
Convolutions and Polynomial Approximation
In this video, I intuitively explain and apply some deeper mathematical tools - namely convolutions and approximate identities - to prove the Weierstrass approximation theorem, which roughly states that any continuous function can be approximated by polynomials. I also make connections to
From playlist Summer of Math Exposition Youtube Videos
How Blurs & Filters Work - Computerphile
Image filters make most people think of Instagram or Camera Phone apps, but what's really going on at pixel level? Image Analyst Dr Mike Pound explains some of the most common filters. Secrets Hidden in Images (Steganography): https://youtu.be/TWEXCYQKyDc JPEG 'files' & Colour: https://yo
From playlist Fourier
How to Blur Background: Photoshop | Adobe Creative Cloud
Learn how to blur background in a photo to create focus with photoshop. More Photoshop tutorials on helpx.adobe.com: https://helpx.adobe.com/photoshop/tutorials.html?sdid=H822XTMZ&mv=social Learn how to take great photos and make them even better. Preview world-class photography classes
From playlist Photoshop
Every Inkscape Filter : http://goo.gl/rQ0O6R Best Inkscape Book : http://goo.gl/mTAm7P In this part of my Inkscape video tutorial I cover the Inkscape Filter Editor. Specifically I'll cover the following filter primitives available in the Filter Editor : Gaussian Blur, Blend, Offset, M
From playlist Inkscape Video Tutorial
Blender for Video Editing: Privacy Blur Using Masking
In this video we show how to create a mask in Blender and use it to apply a privacy blur to a video. This effect is useful if want to hide the identify of a person or object in a video. [UPDATE] – In newer versions of Blender, at 12:56 you may need to change the Adjustment Layer \ Strip
From playlist Blender as a Video Editor
Convolutions in image processing | Week 1 | MIT 18.S191 Fall 2020 | Grant Sanderson
The basics of convolutions in the context of image processing. Course website: https://computationalthinking.mit.edu/Fall20/ Contents: 0:00 - Introduction 1:12 - Box blur as an average 3:00 - Dealing with the edges 4:31 - Gaussian blur 5:30 - Visualizing gaussian blur 6:04 - Convolution
From playlist Fourier
Get the Cheat Sheet Here : http://goo.gl/YyZXJJ Best Inkscape Book : http://goo.gl/mTAm7P In this part of my Inkscape tutorial I will finish up covering the Inkscape Filter Editor. If you missed the previous part of this tutorial watch it first because I cover how to fix a common Filter
From playlist Inkscape Video Tutorial
Gaussian Integral 7 Wallis Way
Welcome to the awesome 12-part series on the Gaussian integral. In this series of videos, I calculate the Gaussian integral in 12 different ways. Which method is the best? Watch and find out! In this video, I calculate the Gaussian integral by using a technique that is very similar to the
From playlist Gaussian Integral
30 years ago a man attempted to denoise medical imagery and unknowingly set off a chain reaction of research developments leading to a modern day post processing effect that transforms images into paintings, but how did he do it? Download my GShade shader pack! https://github.com/GarrettG
From playlist Post Processing
Here I evaluate the Gaussian Integral in under a minute. This is a must-see for calculus lovers! Gaussian Integral: https://youtu.be/kpmRS4s6ZR4 Gaussian Integral Playlist: https://www.youtube.com/playlist?list=PLJb1qAQIrmmCgLyHWMXGZnioRHLqOk2bW Subscribe to my channel: https://youtube.co
From playlist Gaussian Integral