I want to know if I can develop an application that users touch the screen and their fingerprint are registered. If it is possible, is there any library to store and retrieve and detect finger prints?
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i do not think that exists yet.
http://www.talkandroid.com/51754-fingerprint-scanner-sdk-available-for-android-courtesy-of-xda/
This is not possible, current consumer touch screens cannot 'see' with that level of detail. You might have more luck using the camera but I don't know of any projects that have done this before.
Please check below link:
http://www.diamondfortress.com/sdk
Paid SDK but we can use it with trial
Looks like it is now part of Android 6.0.
Came across this http://www.diamondfortress.com/sdk. It's a paid SDK and it uses camera. But I have not personally tried it out.