In this post, we will show how to use Hu Moments for shape matching. You will learn the following What are image moments? How are image moments calculated? What are Hu moment ...
CV4Faces : Best Project Award Fall 2018
It gives me immense pleasure to announce the best project award for our online course "Computer Vision for Faces" (cv4faces) for this semester. Why do we have a Final Project in our course? ...
Image Segmentation
In computer vision the term "image segmentation" or simply "segmentation" refers to dividing the image into groups of pixels based on some criteria. A segmentation algorithm takes an image as ...
MultiTracker : Multiple Object Tracking using OpenCV (C++/Python)
In this post, we will cover how to use OpenCV's multi-object tracking API implemented using the MultiTracker class. We will share code in both C++ and Python. Before we dive into the details, ...
GOTURN : Deep Learning based Object Tracking
In this post, we will learn about a Deep Learning based object tracking algorithm called GOTURN. The original implementation of GOTURN is in Caffe, but it has been ported to the OpenCV Tracking API ...
Support Vector Machines (SVM)
Ideas in Machine Learning have a "winner takes all" quality. When an idea takes off, it dominates the field so completely that one tends to believe it is the only idea worth pursuing. Today, Deep ...