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Cross-Spectral Iris Images Database

This bi-spectral database has been acquired from 209 different subjects and provides 12540 iris images. It also provides second session images from the Visible and NIR images that are in this database are synchronized using specialized sensing.

More details on this dataset are available at:

Iris Database (Version 1.0)

This is a single session 1120 iris images database from 224 different subjects. It has also provides normalized or rectangular images for biometric matching using various machine learning algorithms.

More details on this dataset are available at:

UBIPr Periocular Images Dataset

This database provides left and right periocular images from 344 different subjects. It provides over 10,000 images and is a version of UBIRIS.v2 set.

More details on this dataset are available at:

ND-CrossSensor-Iris-2013 Dataset

This database has been acquired from 676 unique subjects using two different iris sensors. Each subject occurs in at least two session and this database provides 29,986 iris images.

More details on this dataset are available at:

IIITD Contact Lens Iris Database

This database provides 6570 iris images that are acquired from 101 different subjects. Iris images from both left and right iris, under different textured lenses, are provided for the evaluation of biometric recognition performance.

More details on this dataset are available at:

UVCLI Database

The Unconstrained Visible Spectrum Contact Lens Iris (UVCLI) database consists of 3,802 iris images captured in visible spectrum at two locations: indoors (with controlled illumination) and outdoors (with varying environmental scenarios) in two sessions.

More details on this dataset are available at:


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