Bones with X-rays
Reconnaissance des os par rayons X

Sometimes also using MRI - I avoided to separate with the scanning technology.


Hand / Main

The geometry of the hand bones can also be used for recognition


Chest / Poitrine

The geometry of the hand bones can also be used for recognition


Knee Recognition

Lior Shamir publishes:

  • (2009 Jan) Biometric identification using knee X-rays, Int. J. of Biometrics, vol. 1, no. 3, pp. 365-370. Inderscience, 2009
    Experimental results show that the rank-10 identification accuracy using a dataset of 425 individuals is ~56%, and the rank-1 accuracy is ~34%.
  • (2013 Jan) MRI-based knee image for personal identification, Int. J. Biometrics, Vol. 5, No. 2, pp.113–125
    Knee MRI images of 2,686 different patients were used in the experiment, and analysed using the wndchrm image classification scheme. Experimental results show that the rank-10 identification accuracy using the MRI knee images is ~93% for a dataset of 100 individuals, and ~45% for the entire dataset of 2,686 persons.

Frontal Sinus Recognition

The frontal sinus is highly variable and unique for every individual.
Identification basée sur la forme du sinus.