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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...
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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...
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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...
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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...
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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...
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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....
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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...
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