Wednesday, March 20th, 2013, 65 days ago

Considering video vibration helpful

teaser - http://people.csail.mit.edu/mrub/vidmag/

The video vibration is annoying, because as we know it, this causes big barriers to programmers from recognising objects/people accurately. However, the thing is, when the vibrations are amplified, i mean hugely amplified with a set of algorithms, there are amazing results happenning, as demonsted in this picture.

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Thursday, November 8th, 2012, 197 days ago

Release of HAAR classifier trained for hand gesture recognition

hand detection

The release of HAAR training classifier for hand gesture detection

This is the last post of the GSoC hand gesture detection series, and the trained HAAT classifier is finally released here.
This is only a short announcement, but the classifier in .xml file can be reached here in https://github.com/yandol/GstHanddetect.
The release contains two .xml classifier files, respectively they are for CLOSED PALM and FIST detection.

Hope this is useful.

Thursday, November 8th, 2012, 197 days ago

A method of detecting and recognising hand gestures using OpenCV (2)

hand detection opencv

A previous article has described a method to detect and recognise hand gestures using OpenCV, actually the c# wrapper of OpenCV called emgu CV. Details of this method can be found here a method of detecting and recognising hand gestures using Opencv. But Tongo’s project wrapped in emgu CV may not be easy to configure, so this article gives a new example transfering thet project to plain c++ OpenCV environment.

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Saturday, September 29th, 2012, 237 days ago

First trial of classifier training – the good and bad

hand gestures

Forewords

The first try of HAAR training was based on the tutorial mentioned in the previous post (see Collection of own hand gesture samples – the call for pictures, training method, tool and results). The aim was to go through all steps of HAAR training and see:

1) How positive and negative samples should be captured and setup for training?
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Wednesday, August 22nd, 2012, 275 days ago

Collection of own hand gesture samples – the call for pictures, training method, tool and results

handgesturesamples

The call for hand gesture samples

Quite long time ago a call for hand gesture samples was made in here, unfortunately this call received few responses making contributions to the samples. Guess if I post free databases of hand gestures for high quality HAAR training then the situation would be quite different – kidding.

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Monday, August 20th, 2012, 277 days ago

Analysis of openCV’s face detection – the sample, method and performance

opencv face detection

From the picture of face detection in openCV website…

This post is the first of series articles discussing openCV HAAR classifier training and use, as it was implemented in GSoc 2012 project. Here in this post there is no complex algorithms presented, instead, this focuses on requirements and techniques for successful classifier training using openCV.

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