Jeff Dean Keynote at GTC 2015
Nvidia puts on its GPU Technology Conference (GTC) each year to highlight work being done on GPUs outside of graphics–including machine learning. Last year, Jeff Dean from Google gave one […]
Nvidia puts on its GPU Technology Conference (GTC) each year to highlight work being done on GPUs outside of graphics–including machine learning. Last year, Jeff Dean from Google gave one […]
While reading through various deep learning research papers, I’ve come across the term “L2-SVM” a couple times. For example: “In our experiments we use (L2) SVM classification.” – An Analysis of Single-Layer […]
This tutorial provides an introduction to calculating a disparity map from two rectified stereo images, and includes example MATLAB code and images. A note on this tutorial: This tutorial was […]
The following post contains my notes on lecture 6 of Dr. Shah’s computer vision course: http://www.youtube.com/watch?v=5VyLAH8BhF8 Optical flow is the motion of a single pixel from one frame to the […]
The following are my notes on part of the Edge Detection lecture by Dr. Shah: Lecture 03 – Edge Detection Canny Edge Detector Critera: Good detection: Minimize false positives and false […]
The following are my notes on part of the Edge Detection lecture by Dr. Shah: Lecture 03 – Edge Detection Noise can really affect edge detection, because noise can cause one […]
Reference University of Central Florida (UCF) Lecture on YouTube: Lecture 02 – Filtering The discussion of the Gaussian filter runs from 22:40 to 35:44 in the video. University of Central Florida […]
Filter masks are fundamental to the implementation of image filters, which are used in many computer vision algorithms. A filter mask is just a way of representing an operation to […]
Taking the derivative of an image is a concept that I’ve seen come up both in edge detection and in computing optical flow. It’s confused the heck out of me […]
Lecture 01 Introduction to Computer Vision This lecture covers the very basics of a what a digital image or digital video is. It also provides a brief overview of the […]