AFIS – why is speed important?


In our recent article, “AFIS – what makes a great solution?”, we looked at what factors are necessary to succeed in the competitive AFIS market. Here, in part 2, we’ll take a closer look at why speed is so important in large-scale AFIS solutions.

Matching speed is a key factor, especially for large-scale projects with multiple millions of enrollees such as:

  • Voter registration and identification for elections
  • Electronic identification documents, drivers licenses, and passports
  • Identity verification for banks and financial institutions
  • Crime scene forensics and criminal identification

All of the above have their own specific, time-critical processing steps, running behind the scenes in real-time in order to deliver the required outputs. Fingerprint recognition speed depends on several processing stages, which are bound to biometric systems.

During the data capture stage, ultra-fast, real-time quality evaluation is what most affects not only the user experience but also the achieved quality of the biometric sample. After the capture, the final quality is calculated and displayed almost immediately, and template extraction and data formatting is performed.

In a typical AFIS, the data is then sent for pre-processing, segmentation, sequence check, further QA and template extraction, then queued for further AFIS processing. Every operation needs to be optimized in order to facilitate extremely high-volume transactions involving hundreds of millions of records.

In order to meet these demands, the matching algorithm must be capable of carrying out these operations not only on large server clusters, but also on mobile workstations, handheld terminals, and various embedded devices.

Innovatrics’ response to these challenges:

QA, Template Extraction and 1:1 Verification Speed

  • Highest matching speed and top overall processing time (template extraction and verification) among accuracy leaders in NIST PFT II
  • Top extraction and matching speed in NIST MINEX III

Extraction Speed

Identification and Deduplication Processing


Read more about Innovatrics AFIS

Any questions?

Let's talk

Drop us a line, we will contact you within 24 hours.

Related news

NIST FRVT: Innovatrics face technology confirmed as top performer

Innovatrics IFace is a top performer in each of the five datasets, at the industry standard false acceptance rate. This result further confirms the stunning accuracy of Innovatrics technology and its suitability for facial authentication use cases. Read more

Innovatrics AFIS speed

Innovatrics Algorithm Processes 1 Billion Matches per Second

We are pleased to announce that the latest version of our fingerprint matching algorithm has set a new matching speed record of 1.04 billion matches per second (on one server only). This smashes the previous record of 720 million matches per second—which was also held by Innovatrics. Read more