Name Year Summary Environment Wavelength Cross-sensor Subjects Images Modality Availability
I-SOCIAL-DB [link] 2020 Evaluate iris segmentation and recognition under unconstrained scenarios Uncontrolled VIS No 0400 003286 Iris / Periocular License Agreement
UFPR-Periocular [link] 2020 Investigate periocular recognition using images collected by mobile devices in unconstrained scenarios Uncontrolled VIS No 1122 033660 Periocular License Agreement
UFPR-Eyeglasses [link] 2020 Evaluate the effect of the occlusion caused by eyeglasses in the periocular recognition Uncontrolled VIS No 0083 002270 Periocular License Agreement
VISOB 2.0 [link] 2020 Study of long term user verification using a stack of images Uncontrolled VIS Yes 0150 075428 Periocular License Agreement
OpenEDS [link] 2019 Multi-class eye segmentation Controlled NIR No 0152 356649 Iris License Agreement
CASIA-Iris-Mobile-V1.0 [link] 2018 Iris and Periocular biometrics on mobile devices Controlled NIR Yes 0630 011000 Iris / Periocular License Agreement
QUT Multispectral Periocular 2017 Periocular recognition in multispectral images N/A VIS, NIR and Night Vision Yes 0053 000212 Periocular Not Available
BERC mobile-iris-database 2016 Iris recognition on a mobile phone in NIR wavelength Uncontrolled NIR No 0100 000500 Iris License Agreement
Cataract Surgery on Iris 2016 Study of the effect of cataract on iris recognition performance Controlled NIR No 0084 000504 Iris Not Available
CROSS-EYED [link] 2016 Recognition of iris and periocular region in cross-spectral images Uncontrolled VIS and NIR Yes 0120 003840 Iris / Periocular License Agreement
IIITD Combined Spoofing [link] 2016 Simulate a real-world scenario of iris spoofing attacks for iris recognition systems N/A N/A Yes 1872 020693 Iris License Agreement
MUID 2016 Investigate the off-angle iris recognition Controlled NIR No 0111 024360 Iris Not Available
ND-GFI [link] 2016 Study of the recognition of the gender of the subject through the iris Controlled NIR No 1500 003000 Iris License Agreement
ORNL 2016 Study of how the gaze angle affects the performance of iris biometrics Controlled NIR No 0050 001100 Iris License Agreement
Post-mortem Human Iris 2016 Investigate the postmortem on human iris recognition. Controlled VIS / NIR Yes 0006 000104 Iris Not Available
VISOB 1.0 [link] 2016 Periocular biometric recognition in visible spectrum with images captured by mobile devices Uncontrolled VIS Yes (Mobile) 0550 158136 Periocular License Agreement
CSIP [link] 2015 Biometric recognition in mobile environments using iris and periocular information Uncontrolled VIS Yes (Mobile) 0050 002004 Iris / Periocular License Agreement
gb2sµ MOD 2015 Multimodal video database using visible and IR light Controlled NIR No 0060 000600 Iris / Face / Hand License Agreement
MICHE-I [link] 2015 Recognition of iris images obtained by mobile devices in VIS wavelength Uncontrolled VIS Yes (Mobile) 0092 003732 Iris License Agreement
NDCLD15 [link] 2015 Classification of iris images in contact lens types Controlled NIR Yes N/A 007300 Iris License Agreement
PolyU Cross-Spectral [link] 2015 Study of iris recognition with cross-spectral images N/A VIS and NIR Yes 0209 012540 Iris License Agreement
VSSIRIS [link] 2015 Iris recognition in an uncontrolled environment with images obtained from mobile devices Uncontrolled VIS Yes (Mobile) 0028 000560 Iris Full Public
IIITD Iris Spoofing [link] 2014 Study methods to combat spoofing Controlled NIR Yes 0101 004848 Iris License Agreement
IIITD Multi-spectral Periocular [link] 2014 Study of cross spectral periocular recognition Controlled VIS, NIR and Night Vision Yes 0062 001240 Periocular License Agreement
Database of Iris Printouts 2013 Liveness detection in iris images Controlled NIR No *243 eyes 001976 Iris Not Available
IIITD CLI [link] 2013 Analyze the effect of the use of contact lenses on iris recognition Controlled NIR Yes 0101 006570 Iris License Agreement
MobBIO [link] 2013 Multimodal biometrics with mobile biometric systems Uncontrolled VIS No 0105 001680 Iris / Face / Voice License Agreement
MobBIOfake [link] 2013 Liveness detection in iris images obtained with mobile devices in uncontrolled environment Uncontrolled VIS No N/A 001600 Iris License Agreement
ND Cosmetic Contact Lenses [link] 2013 Detect and identify types of contact lenses Controlled NIR Yes N/A 005100 Iris License Agreement
ND Cross-Sensor-Iris-2013 [link] 2013 Evaluate the effect of cross-sensor images on iris recognition Controlled NIR Yes 0676 146550 Iris License Agreement
BDCP 2012 Cross-sensor evaluation from NIR to VIS wavelength Uncontrolled VIS and NIR Yes 0099 004314 Iris / Periocular Not Available
IIITD IUAI [link] 2012 Investigate the influence of alcohol consumption on iris recognition Controlled NIR No 0055 000440 Iris License Agreement
ND Iris Template Aging [link] 2012 Analysis of template aging in iris biometrics Controlled NIR No 0322 022156 Iris License Agreement
ND TimeLapseIris [link] 2012 Investigate the template aging in iris biometrics Controlled NIR No 0023 006797 Iris License Agreement
UBIPr [link] 2012 Periocular recognition in non-controlled acquisition conditions and setups Uncontrolled VIS No 0261 010950 Periocular License Agreement
SDUMLA-HMT [link] 2011 Homologus multimodal biometric database Controlled NIR No 0106 001060 Iris / Face / Finger vein / Gaint / Fingerprint License Agreement
CASIA-IrisV3-Interval [link] 2010 Study of the detailed texture features of iris images Controlled NIR No 0249 002639 Iris License Agreement
CASIA-IrisV3-Lamp [link] 2010 Study problems of non-linear iris normalization and robust iris feature representation Controlled NIR No 0411 016212 Iris License Agreement
CASIA-IrisV3-Twins [link] 2010 Study the dissimilarity and similarity between iris images of twins Controlled NIR No 0200 003183 Iris License Agreement
CASIA-IrisV4-Distance [link] 2010 Study of multimodal biometrics Controlled NIR No 0142 002567 Iris / Periocular / Face License Agreement
CASIA-IrisV4-Thousand [link] 2010 Study the uniqueness of iris features Controlled NIR No 1000 020000 Iris License Agreement
CASIA-IrisV4-Syn [link] 2010 Study the intra-class variation N/A N/A N/A 1000 010000 Iris License Agreement
FOCS [link] 2010 Development of robust face and ocular recognition algorithms Uncontrolled NIR No 0136 009581 Iris / Periocular / Face License Agreement
IIT Delhi Iris [link] 2010 Provide a large-scale iris database with images of Indian users Controlled NIR No 0224 001120 Iris License Agreement
ND Iris Contact Lenses 2010 [link] 2010 Verify the degradation of iris recognition performance due to non-cosmetic prescription contact lenses Controlled NIR No 0124 021700 Iris License Agreement
Q-FIRE [link] 2010 Evaluation of face and iris recognition quality and recognition algorithms for non-ideal environments Uncontrolled NIR No 0195 N/A Iris / Face License Agreement
UBIRIS.v2 [link] 2010 Iris segmentation and recognition in an uncontrolled environment Uncontrolled VIS No 0261 011102 Iris License Agreement
MBGC [link] 2009 Study of iris and face recognition from data obtained under unconstrained conditions Uncontrolled NIR No N/A 000986 Iris / Face License Agreement
BMDB [link] 2008 Evaluation of unimodal and multimodal biometric systems Controlled NIR No 0667 005336 Iris / Face / Speech / Signature / Fingerprint / Hand License Agreement
Fake Iris Database 2008 Study the vulnerabilities of iris-based recognition systems to direct attacks N/A NIR No 0050 000800 Iris Not Available
BiosecurID [link] 2007 Development of unimodal and multimodal biometric systems Controlled NIR No 0400 012800 Iris / Face / Speech / Signature / Handwriting / Fingerprint License Agreement
UTIRIS [link] 2007 Iris recognition with fusion of VIS and NIR image features Controlled VIS and NIR Yes 0079 001540 Iris Full Public
WVU Synthetic Iris Model Based [link] 2007 Generation of synthetic iris base with large numbers of individuals N/A N/A N/A 5000 160000 Iris License Agreement
BioSec [link] 2006 Study of a large multimodal database Uncontrolled NIR No 0200 003200 Iris / Fingerprint / Face / Voice License Agreement
ICE 2006 [link] 2006 Large-scale, open, independent technology evaluation of iris recognition technology Uncontrolled NIR No 0240 059558 Iris License Agreement
WVU Synthetic Iris Texture Based [link] 2006 Study of synthetic iris creation methodology for use in the recognition N/A N/A N/A *1000 classes 007000 Iris License Agreement
ICE 2005 [link] 2005 Foster the development of iris recognition algorithms and iris processing algorithms Controlled NIR No 0132 002953 Iris License Agreement
ND-IRIS-0405 [link] 2005 Study of iris recognition with images captures in NIR Controlled NIR No 0356 064980 Iris License Agreement
UBIRIS.v1 [link] 2005 Iris segmentation and recognition in an uncontrolled environment Uncontrolled VIS No 0241 001877 Iris License Agreement
CASIA-IrisV2 [link] 2004 Study of iris features captured in NIR Controlled NIR Yes *120 classes 002400 Iris License Agreement
UPOL [link] 2004 Study of iris recognition with images captured in visible wavelength Controlled VIS No 0064 000384 Iris Full Public
CASIA-IrisV1 [link] 2002 Study of iris features captured in NIR Controlled NIR No *108 eyes 000756 Iris License Agreement