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.
The database can be downloaded from here.
The database can be downloaded from here.
The database can be downloaded from here.
IIITD-WVU dataset of LivDet Iris 2017 competition has been designed as a cross-database evaluation where the sensors as well as the acquisition environments for the training and testing sets are different. It has the following two partitions:
1) Train: The training set of IIITD-WVU dataset is developed using 2,250 real and 1,000 textured contact lens iris images from IIIT-Delhi Contact Lens Iris (CLI) database which is captured in controlled settings. Also, 3,000 print attack images are selected from IIITD Iris Spoofing (IIS) database. It contains 4 folders: Contacts (containing textured contact lens iris images), Printouts (containing print attack images of live/real iris images), Contacts+Printouts (containing print attack images of contact lens iris images), and Live (containing live/real iris images).
2) Test: It is a novel multi-session iris presentation attack detection dataset comprising 4,209 iris images. The images in this dataset are captured using IriShield MK2120U mobile iris sensor at two different locations: indoors (controlled illumination) and outdoors (varying environmental situations). In the two sessions of data collection, iris images are acquired one at a time while wearing textured/patterned contact lens and without any lens (real). It contains 4 folders: Contacts (containing textured contact lens iris images), Printouts (containing print attack images of live/real iris images), Contacts+Printouts (containing print attack images of contact lens iris images), and Live (containing live/real iris images).
The database can be downloaded from the following link: IIIT-WVU subset of LivDet 2017 (1.81GB)
(CRC32: CRC-32: 55c27972, MD5: f1bad2ed4500099eb4fbc3db1c0100a2, SHA-1: 2005947639eb29a4b5ebcab1af067412a1e525f0)
To obtain the password for the compressed file, email the duly filled license agreement to databases@iab-rubric.org and afzel.noore@mail.wvu.edu with the subject line "License agreement for WVU Mobile Iris Spoofing Dataset". This database is available only for research and educational purpose and not for any commercial use.
NOTE: The license agreement has to be signed by someone having the legal authority to sign on behalf of the institute, such as the head of the institution or registrar and send to both Email IDs. If a license agreement is signed by someone else, it will not be processed further.
Children Multimodal Biometric Database (CMBD) consists of iris, fingerprint, and face images of over 100 children (age range of 18 months to 4 years), acquired over two sessions. The iris images are captured using Cross-Match iris scanner, fingerprints are captured using Cross-Match L-scan slap fingerprint scanner and face images are captured using Nikon D90 DSLR. It has data for 106 across both the session and for all 3 modalities. However, to protect the identities of the participants, we have provided iris and fingerprint images only.
The database can be downloaded from here.
The multi-spectral periocular database used in this research comprises images from three spectrum:
1) Visible
2) Night Vision
3) Near Infrared
For more information please visit this here.
IIIT-D CLI database comprises of 6570 iris images pertaining to 101 subjects. Both left and right iris images of each subject are captured and therefore, there are 202 iris classes. The lenses used in the database are soft lenses manufactured by either CIBA Vision or Bausch and Lomb. For textured lenses, four colors are used. To study the effect of acquisition device on contact lenses, iris images are captured using two iris sensors: (1) Cogent dual iris sensor (CIS 202) and (2) VistaFA2E single iris sensor. The database contains a minimum of three images for each iris class in each of the above mentioned lens categories for both the iris. To perform the experiments for lens detection, images pertaining to the first 50 subjects are used for training and the remaining 51 subjects are used for testing.
The database can be downloaded from the following link: IIITD CLI Database (1.1GB)
(CRC32: 19770433, MD5: BA3711CE6E997FF37E6788E2DE774A12, SHA-1: BDDD6E058520499B60D8A8925E23C9931F338289)
To obtain the password for the compressed file, email the duly filled license agreement to databases@iab-rubric.org with the subject line "License agreement for IIIT-D CLI Database". This database is available only for research and educational purpose and not for any commercial use.
NOTE: The license agreement has to be signed by someone having the legal authority to sign on behalf of the institute, such as the head of the institution or registrar. If a license agreement is signed by someone else, it will not be processed further.
Combined spoofing database (CSD) consists of images from multiple publicly available spoofing databases. It consists of IIIT-Delhi Contact Lens Iris (CLI) Database, IIITD Iris Spoofing (IIS) Database, and Multi-sensor Iris Database. For experimental purposes, independently download Synthetic Database and IIT Delhi Iris Database to include in CSD.
The database can be downloaded from the following link: Iris Combined Spoofing Database (3.25GB)
(MD5: 4880E12A77CD494650688EEF592747DB, SHA-1: 982A10E3BA12DAE45E2CA3390D56354E1738E674)
To obtain the password for the compressed file, email the duly filled license agreement to databases@iab-rubric.org with the subject line "License agreement for Iris Combined Spoofing Database". This database is available only for research and educational purpose and not for any commercial use.
NOTE: The license agreement has to be signed by someone having the legal authority to sign on behalf of the institute, such as the head of the institution or registrar. If a license agreement is signed by someone else, it will not be processed further.