As an Information and Communications Technology (ICT) leader with 120 years of expertise, NEC has leveraged its adaptive solutions to enable individuals and enterprises across a wide spectrum of industries to achieve more flexible, secure and responsive work environments.
As an Information and Communications Technology (ICT) leader for 120 years, NEC enables new approaches to how Communications and IT services are delivered and managed through its field-tested expertise.
Combining innovative capability with a rich Communications and IT portfolio, NEC has provided individuals and enterprises with solutions that cover and enable the full spectrum of business processes for new and improved ways of conducting business.
NEC's state-of-the-art biometrics algorithms have been validated by the National Institute of Standards and Technology (NIST) in a
comprehensive range of tests from small one-to-one verification to large-scale high-volume identification matching.
Below are the NEC validations received so far.
NIST Face Recognition Vendor Test (FRVT) 1:N Identification
NEC's face recognition technology achieved the highest matching accuracy in the Face Recognition Vendor Test (FRVT) 2022 performed by the U.S. National Institute of Standards
and Technology (NIST). The latest NIST results showed NECâ€™s algorithm outperformed the entire field of 329 entries submitted from all over the world on mugshot identification.
Our NEC-005 algorithm demonstrated a False Negative Identification Rate (FNIR) of just 0.0017 at a False Positive Rate (FPIR) of 0.001, respectively. This same algorithm outperformed
a field of 289 entries on Mugshot to Webcam identification with an FNIR of .0120 at a FPIR of .001. View Report
NIST IREX IX 2018
NEC's iris recognition technology achieved the highest accuracy evaluation in the U.S. National Institute of Standards and Technology
(NIST) Performance of Iris Recognition Algorithms (IREX IX Part One) in both 1:1 (one-to-one) and 1:N (one-to-many). The aim of this
study is to evaluate the performance of iris recognition over operational test data. As a technology evaluation, it is very similar to
IREX IV Part 1:Evaluation of Iris Identification Algorithms. However, unlike IREX IV it assesses both verification (one-to-one) and
identification (one-to-many) performance. Thirteen research institutions submitted recognition algorithms for evaluation, more than
any other IREX evaluation. View Report
Facial Recognition Validations
NIST Face Recognition Vendor Test
NEC's face recognition technology achieved the highest matching accuracy in the Face Recognition Vendor Test (FRVT) 2018 performed by
the U.S. National Institute of Standards and Technology (NIST), with an error rate of 0.5% when registering 12 million
people. NEC's technology ranked No. 1 in NIST testing for the fifth time, following its top placement in the face recognition
testing for video in 2017. View Report View NIST Interagency Report View News Announcement
NIST 2017 FIVE
NEC's face recognition technology achieved the highest performance evaluation in the Face in Video Evaluation (FIVE) testing
performed by the U.S. National Institute of Standards and Technology (NIST*). Results were released in NIST's Interagency Report 8173:
Face In Video Evaluation (FIVE) Face Recognition of Non-Cooperative Subjects. Video face recognition technology identifies the faces
of moving subjects in real-time as they walk naturally without stopping in front of a camera. NEC's face recognition technology took
first place for the fourth consecutive time following the 2009 Multiple Biometric Grand Challenge (MBGC 2009), 2010-2011 Multiple
Biometrics Evaluation (MBE 2010-2011), and 2013 Face Recognition Vendor Test (FRVT 2013). View Report Read News Announcement
NIST Face Recognition Vendor Test
NEC's face recognition technology achieved the highest performance evaluation in the NIST Face Recognition Vendor Test (FRVT) 2013.
This test is widely regarded as the benchmark for determining the most accurate face recognition software solution for one-to-many
searching. Test results were published in the NIST Interagency Report 8009 (NISTIR 8009) - Performance of Face Recognition Algorithms. View Report
NIST Interagency Report 7830 2011
NEC's facial recognition technology again achieved the highest ranking in the 2011 NIST Interagency Report 7830, where JPEG Compression,
JPEG 2000 Compression, and Inter-Eye Distance Reduction investigations were performed. The NIST compression test simulated an
environment very common in forensic processing of crime scene photographs and videos: High compression rate tests simulate
low-resolution images, while low inter-eye pixel distances simulate images from surveillance videos. View Report
Multiple Biometrics Evaluation
NIST testing of facial recognition solutions was conducted in the Multiple Biometrics Evaluation (MBE) 2010-2011, in which NeoFace was
shown to be the most accurate facial recognition algorithm among all tested vendors algorithms by a wide accuracy and speed margin.
Results were published in the 2010 Report on the Evaluation of 2D Still-Image Face Recognition Algorithms at NIST. View Report
Minutiae Interoperability Exchange Test (NIST 7296)
NEC consistently achieved top rankings in both the lowest false accept and the lowest false reject rates recorded in the Minutiae
Interoperability Exchange Test. This test determined the feasibility of using minutiae data for the exchange of fingerprint
information between dissimilar fingerprint matching systems and proved NEC's superior biometric technology. The test was conducted by
NIST and was co-sponsored by the Department of Justice, Justice Management Division and the Department of Homeland Security US-VISIT
Slap Fingerprint Segmentation Evaluation 2004 (SlapSeg04)
NEC's algorithms ranked #1 in matching accuracy. Slap Test offers an assessment of the accuracy of algorithms used to segment slap
fingerprint images into individual fingerprint images, sponsored by NIST and the Justice Management Division of the U.S. Department of
Fingerprint Vendor Technology Evaluation Test (NIST 7123)
The unparalleled identification accuracy of NEC's fingerprint matching algorithm was rated top performer in all categories of the 2003
FpVTE test, an independently administered technology evaluation of fingerprint matching, identification, and verification systems
conducted by the National Institute of Standards and Technology (NIST).
One-to-One Fingerprint Matching with Vendor SDK Matchers Test (NISTIR 7221)
Two NEC algorithms ranked #1 and #2 in overall matching cost effectiveness (matching speed and accuracy). NEC also captured the #2
rank for overall absolute accuracy, placing a close second (98.97% vs. 99.01%) behind an algorithm that matched at speeds nearly three
Two Finger Matching with Vendor SKD Matchers Test
NEC's algorithms performance mirrored its performance in the One-to-One Fingerprint Matching Test.
* Results shown from the Face In Video Evaluation (FIVE), the Multiple Biometric Grand Challenge (MBGC), the Multiple Biometric Evaluation
(MBE) and the Face Recognition Vendor Test (FRVT) do not constitute endorsement of any particular product by the U.S. Government.