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To distinguish a false face from the real face

asked 2016-11-20 10:09:36 -0500

mesutpiskin gravatar image

Hello to everyone, I have a questition for face recognition How do I distinguish a real human face from a photo? Is something like this possible? This is really important for face verification. I developed an application, I can face recognition with this application, but as it is here, the people in the photo accept it in the hundreds. (https://youtu.be/0wxWdCc_TFo?t=14)

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probably impossible with a single camera

berak gravatar imageberak ( 2016-11-20 10:43:03 -0500 )edit

How can it be done with two or more cameras?

mesutpiskin gravatar imagemesutpiskin ( 2016-11-20 14:00:02 -0500 )edit
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generate a 3d model from stereo cam - if it's all flat, you know it's a fake

berak gravatar imageberak ( 2016-11-20 14:03:53 -0500 )edit

Some android phone manufacturers (samsung, lg, sony etc.) are doing this. How does it work with a single front camera?

mesutpiskin gravatar imagemesutpiskin ( 2016-11-20 14:29:05 -0500 )edit

If you have a single cam, you can apply something which is called structure from motion. This can generate a sparse 3D shape and see if it is flat image or not. Other research proved that using a high framerate cam you can measure blood pressure by looking at a face, which an image would not have. Also implemented in some security systems.

StevenPuttemans gravatar imageStevenPuttemans ( 2016-11-21 08:48:04 -0500 )edit

Related: Video Magnification. Quote:

Many seemingly static scenes contain subtle changes that are invisible to the naked human eye. However, it is possible to pull out these small changes from videos through the use of algorithms we have developed. We give a way to visualize these small changes by amplifying them and we present algorithms to pull out interesting signals from these videos, such as the human pulse, sound from vibrating objects and the motion of hot air.

Eduardo gravatar imageEduardo ( 2016-11-21 10:42:30 -0500 )edit

Thank you for your help, I keep investigating. I'm always open to different ideas.

mesutpiskin gravatar imagemesutpiskin ( 2016-11-22 10:42:36 -0500 )edit

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answered 2018-05-25 14:27:15 -0500

No It is not impossible. I have seen applications intelligent enough to differentiate between real faces and images using ordinary cameras. I believe Motion detection could not be the only criteria because if an image may fool the computer vision, a video of a face in motion can too.

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This answer is just plain ridiculous... there are already several working suggestions above ...

StevenPuttemans gravatar imageStevenPuttemans ( 2018-05-30 02:37:28 -0500 )edit
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Asked: 2016-11-20 10:09:36 -0500

Seen: 988 times

Last updated: Nov 20 '16