face detection code enhancment



I've a face detection code that reads image and detects faces. The code is based on skin training where covariance and mean is calculated and skin likelihood equation is implemented on the image.

My code needs the following to be optimized and enhanced:

1- Skin likelihood threshold. I used a fixed threshold which can not detect all skin areas. To optimize I suggest using histogram on the likelihood image and calculate the threshold.

2- Region growing need to be optimized as it includes non skin areas. RGB histogram on the original should be used for region growing optimization with my existing code that check the 8-connected pixels distance.

3- Eliminates non face blobs.

4- Draw Ellipse on the center of the face blob and fill it using fillholes Aforge library which it already included.

The image data set can be downloaded from

[url removed, login to view]

In the one face folder, for example, [url removed, login to view], [url removed, login to view], [url removed, login to view], [url removed, login to view] you ca

The code is C# 2008.

Any other optimization is welcomed

Skills: C# Programming, Face Recognition, Imaging, Mathematics

See more: skin detect, programming center, my code, c sharp library, code 8 com, histogram, face detection, face detect, detection, ellipse detection, distance zip code, region code, code vhdl face detection, aforge, distance calculate, image blob detection, code haar face detection using matlab, calculate histogram, optimize code, feature detection face code, skin detection code, suggest optimization, detect face, programming training, detection face

About the Employer:
( 13 reviews ) Baghdad, Iraq

Project ID: #5485896

5 freelancers are bidding on average $215 for this job


Face Recognition/Image processing Experts Here! Please contact us for more information. We can do this for you. Waiting to hear from you. Regards, Akhila (SolutionInfinity.net).

$412 USD in 21 days
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$200 USD in 3 days
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HI, i have huge experience in image processing. Face and features detection in C#, Java and Python. I have Ready-made samples for your type of application too. I can optimize your code as well. Let me know if int More

$200 USD in 5 days
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I have proved experience in computer vision, my time to deliver may be higher than some of the others but I like to produce high quality deliverables.

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Hi there, We are a dedicated team of Web Developers/Designers/Testers and working since last 5 years in the industry. So, this is quite our kind of work. Recently we've developed a lot of Web Portals, Web Applications More

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Hi, I would like to do this job for you! I have VS2010 but I think that this is not a problem. Could you tell me if the application is working or there are some error that is no able to run it? I converted th More

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A cordial greeting Professional Freelancer, I have 8 years experience in programming with C, C++, C#, Java, J2SE, J2ME, J2EE, Matlab, ASM, python, AutoLISP, Java Script, aspx, php, html5, css3, ajax, jquery, MVC, N More

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