Clik here to view.
Median Flow Tracker using SimpleCV/OpenCV – GSoC week 1 and 2
Work in the first two weeks of my Google Summer of Code had been quite slow. I couldn’t find much time as I was busy with travel and some college stuff. I have finished making a Median Flow Tracker for...
View ArticleClik here to view.
Tracking in OpenTLD aka Predator
As my Google Summer of Code 2012 project, I have to port OpenTLD to python using OpenCV and SimpleCV. OpenTLD a.k.a. Predator was first made by Zdenek Kalal in MATLAB. OpenTLD. It is one of the most...
View ArticleClik here to view.
Face Tracking with CAMShift using OpenCV/SimpleCV
CAMShift stands for Continuously Adaptive Mean Shift. It is the basis for the face-tracking algorithm in OpenCV. It combines the basic Mean Shift algorithm with an adaptive region-sizing step. The...
View ArticleClik here to view.
CAMShift with SimpleCV
GSoC 2012 Mid-Term evaluations are over and I passed. As usual we had a meeting on Wednesday 11:30 am EST on IRC where I and Kat discussed the tracking scenario of SimpleCV and how to implement...
View ArticleClik here to view.
Kalman Filter
Kalman Filter is a set of mathematical equations that provides an efficient computational (recursive) means to estimate the state of a process, in a way that minimizes the mean of the squared error. It...
View ArticleClik here to view.
Lucas Kanade Tracker
I am working on a tracking algorithm based on Lucas-Kanade Method using Optical Flow. The Lucas–Kanade method is a widely used differential method for optical flow estimation developed by Bruce D....
View ArticleClik here to view.
SIFT based Tracker
Scale-invariant feature transform (or SIFT) is an algorithm in computer vision to detect and describe local features in images. The algorithm was published by David Lowe in 1999.SIFT is a method to...
View Article
