Fingerprint Identification
Master every print with NIST-ranked fingerprint identification software. Match latent prints in seconds and partial, single, and tenprints in milliseconds.
Lead the way with the gold standard in biometric matching.
Latent Prints
Real-time 1:1 and 1:N latent matching for law enforcement and forensic investigation. Latent prints are friction-ridge impressions of a person’s fingers or palms, left unintentionally at crime scenes. They are often incomplete and invisible to the naked eye.
Tenprints
Standardized tenprint cards ensure detailed ridge patterns and minutiae points are fully captured and searchable. These unique biometric profiles provide unparalleled identity verification for booking, background checks, and ongoing casework.
Palmprints
Expanding on fingerprints, palmprints enrich your identification capabilities. The intricate details of palm structure offer distinguishing biometric minutiae to further identify individuals.
ROC ABIS
Supercharge your biometric identification. ROC ABIS is powered by industry-leading algorithms, streamlined workflows, and highly scalable ROC architecture designed to maximize efficiencies and minimize costs.
Top ranked by NIST.
#1 global fingerprint recognition provider in combined accuracy and efficiency. Ranked by NIST
#1 most sensor-interoperable algorithm on the planet.
#1 most accurate performance on cross-sensor IARPA Nail-to-Nail evaluation sets.
#1 most efficient algorithm with search speeds 10,000x faster than industry standard.
#1 smallest template size – 160x smaller than the next competitor.
LATENT MATCHING
Pinpoint latent prints in seconds.
Satisfy your need for speed with the world’s fastest latent fingerprint matcher. Transform the future of law enforcement with real-time intelligence, on-the-spot, on-device matching, and rapid response. Because faster fingerprint recognition matters.
All testing was performed on ROC SDK v3.0 by NIST ELFT as of February 2, 2024.
USE CASES
Access Control
Modernize Physical Security
Traditional access control methods, such as key cards and PINs, are easily lost, stolen, or shared. ROC fingerprint recognition is the secure, reliable, and user-friendly solution. By verifying individuals via their unique biometric identifiers, you’ll ensure that only authorized personnel gain entry to secure areas.
Banking & Finance
Safeguard Financial Services
In today’s fast-paced world, ROC fingerprint recognition enables global banks and FinTech companies to securely identify customers, prevent fraud, and stay on top of evolving threats. With NIST-ranked biometrics from ROC, financial institutions can conveniently verify users and ensure compliance by adhering to the strictest ethical, regulatory, and data privacy standards.
Identification and Authentication
Empower Digital Lives
Fingerprint biometrics commonly enable access to everything from personal devices to bank accounts. As technology reshapes our daily experiences, ROC fingerprint recognition ensures our data and devices stay safely in our control through frictionless and inclusive identification solutions – unlocked with a simple touch.
Law Enforcement
Advance Public Safety and Trust
The future of law enforcement is built on ROC. Adopted by top law enforcement and government agencies, ROC multimodal biometric and ABIS solutions power time-sensitive, large-scale investigations worldwide. We support community safety and protect our civil rights through American-made, globally trusted biometrics, backed by responsible AI governance, data privacy practices, and algorithms with near-zero bias.
Healthcare
Promote Better Health Outcomes
From frictionless visitor management to AI threat detection, Vision AI is playing a larger role in value-based healthcare. ROC fingerprint matching promotes better health outcomes by securing facilities, identifying patients, and streamlining and personalizing care delivery. In medical settings where accuracy is paramount, we ensure the right care reaches the right person at the right time.
Border Control
Secure Borders More Effectively
When it comes to safeguarding our nation’s borders, face recognition and fingerprint matching empowers border control and immigration services to swiftly authenticate travelers, red-flag known individuals on watch lists, and deter unauthorized border crossings. ROC biometric solutions are relied upon by the U.S. military, Department of Defense, and local and state law enforcement.
Deployed by
DOD | DOS | US NAVY | US MARSHALS | FBI
PRODUCTS
The Future of ABIS
Supercharge your biometric
identification with the agile,
affordable, American-made ABIS.
WHY ROC
Visionary AI
We build Vision AI into a force multiplier for defense, national security, and digital commerce to augment human capabilities and serve the greater good.
01
Fully multimodal
A gamechanging biometrics arsenal. Next-gen Vision AI, ABIS, video analytics, and more. Powered by top-tier NIST-ranked algorithms.
02
Next-gen efficiency
Speed is a financial advantage. Scalable algorithms and modular frameworks reduce costs by simplifying systems, streamlining development, and unleashing peak cloud performance.
03
Highest fidelity
Powerfully lightweight algorithms built on massive datasets for precision applications with near zero bias. Optimized for mobile and edge. Deployed with a few lines of code.
04
Easy to work with
Focus on innovation, not integration. With personalized support, flexible pricing, and cross-platform interoperability, ROC SDK has everything you need to ship with confidence.
The future of
fingerprint is
American.
FREQUENTLY ASKED QUESTIONS
Can ROC fingerprint recognition support contactless capture?
ROC fingerprint recognition software ingests a fingerprint image – latent, tenprint, or palmprint – applies proprietary deep-learning feature extraction to generate a compact biometric template, then performs 1:1 verification or 1:N identification against databases of any size.
ROC uses the same core neural network techniques that power its #1-ranked face recognition, giving fingerprint matching unprecedented speed at forensic-grade accuracy. Template sizes are the smallest in the industry – reducing storage overhead and enabling large-scale deployments without infrastructure bottlenecks.
More: roc.ai/abis
What makes ROC fingerprint software the top choice for law enforcement and government?
Five independent NIST rankings confirm ROC's fingerprint performance:
- #1 globally in combined speed and accuracy - NIST PFT III
- #1 most sensor-interoperable algorithm on the planet
- #1 cross-sensor accuracy on IARPA Nail-to-Nail evaluation sets
- 10,000x faster search speed than industry standard
- Smallest template size - 160x smaller than the nearest competitor
These are independently verified results from the National Institute of Standards and Technology - not self-reported metrics.
Source: NIST PFT — Deployed by: FBI, U.S. Marshals, DoD
What is latent fingerprint matching and how fast is ROC compared to competitors?
Latent fingerprints are partial friction-ridge impressions left unintentionally at crime scenes - often incomplete, degraded, and challenging to analyze. ROC's latent matcher - NIST ELFT-ranked latent matcher - 42-minute average search time.
| System | Average Search Time |
|---|---|
| ROC | ~15 seconds |
| Closest competitor | 42+ minutes |
| Industry average | 2 hours |
Faster matching means fewer cold-case backlogs, faster investigative leads, and - in time-sensitive cases - lives saved. ROC also supports contactless hyperspectral capture from up to 5 meters for no-touch field collection without chemicals.
Source: NIST ELFT, February 2024 — More: roc.ai/abis
How accurate is ROC fingerprint recognition? Independent NIST benchmark results
ROC fingerprint recognition accuracy is validated by three independent NIST evaluations:
- NIST PFT III - #1 in Nail-to-Nail benchmarks, lowest mean error rate across all sensor categories
- NIST ELFT - #1 rank-1 accuracy on the largest dataset with fastest search speeds (Feb 2024)
- IARPA cross-sensor - #1 most accurate across all sensor types
For forensic applications, this means fewer false matches, fewer missed identifications, and biometric evidence that withstands court scrutiny. All performance data is independently verified - not self-reported.
Source: NIST ELFT
How does ROC fingerprint software compare to legacy AFIS systems?
Legacy AFIS systems from Idemia, NEC, and Cogent were built in the 1990s-2000s on proprietary hardware stacks that are expensive to maintain and slow to modernize. ROC ABIS replaces them with a cloud-native, open architecture:
- 10,000x faster search speeds vs. industry standard
- 160x smaller templates, dramatically reducing storage costs
- Cloud, on-premise, or edge - one architecture for all three
- Open and interoperable - standard biometric data formats for seamless migration
- One of the lowest total costs of ownership in the industry
Most agencies see a positive ROI within the first year through reduced infrastructure and processing overhead.
More: roc.ai/abis
What fingerprint types does ROC SDK support - latent, tenprint, and palmprint?
ROC Fingerprint SDK supports all three forensic fingerprint types in a unified workflow - no separate system per type:
- Latent - partial friction-ridge impressions from crime scenes, often incomplete or degraded
- Tenprint - standardized 10-finger rolled and flat captures for booking and background checks
- Palmprint - full palm captures that expand identification surface area in ABIS deployments
All three types feed into a single search query - submit latent evidence and search simultaneously across latent, tenprint, and palmprint databases in one API call. FISWG-compliant metadata is generated automatically for forensic chain-of-custody.
More: roc.ai/abis
What platforms and programming languages does ROC fingerprint recognition SDK support?
ROC Fingerprint SDK runs on every major platform with no cross-compilation surprises:
- Operating systems: Windows, macOS, Linux (x86-64 and ARM), iOS, Android
- Languages: C++, Java, Python, C#, Go, Node.js, Rust
A free developer SDK license is available with same-day access - no procurement cycle required. Evaluation includes full documentation, sample code for all supported languages, CLI for batch processing, and direct access to senior engineering support.
More: roc.ai/sdk
Can ROC fingerprint recognition support contactless capture?
Yes. ROC supports contactless fingerprint capture - including hyperspectral imaging from up to 5 meters - with no chemicals, no physical contact, and no processing delays.
Key capabilities:
- Works with standard optical and hyperspectral capture devices
- Integrates directly with ROC ABIS for immediate 1:N database search
- Results available in seconds
- Compatible with edge-deployed hardware for remote field operations
Critical for patrol operations, border checkpoints, and any scenario requiring rapid non-cooperative identification without compromising officer safety.
More: roc.ai/abis
What implementation support does ROC provide for fingerprint recognition deployment?
ROC provides dedicated senior engineering support - direct access to the developers who write the code, not a first-line helpdesk. Support covers:
- Integration and API guidance
- Performance optimization for your specific deployment scale
- Troubleshooting across all supported platforms and modalities
Pricing is flexible: per-device, per-stream, or per-transaction - structured to match your deployment model. A free 30-day developer license includes full support access from day one.
More: roc.ai/sdk
What makes ROC Fingerprint Recognition SDK scalable?
ROC Fingerprint Recognition SDK is designed to scale seamlessly across a wide range of deployments, from small-scale applications to enterprise-level systems. Our SDK is optimized to handle high volumes of fingerprint data efficiently, enabling rapid identification and authentication even in scenarios with a large user base.