
Biometric facial images are now an integral part of modern identity systems - whether for passports, access control or digital identities. However, in order for such images to be reliably recognized by machines, they must comply with certain standards. One of the most important foundations for this is the international standard ISO/IEC 19794-5:2011.
ISO/IEC 19794-5 is a standard published by the International Organization for Standardization (ISO) that defines requirements for digital facial images for biometric applications. It is part of the ISO/IEC 19794 series of standards, which deals with various biometric data types.
The aim is to ensure the technical quality and interoperability of facial images - especially for automatic facial recognition in applications such as ePassports, eID or access solutions.
ISO/IEC 19794-5 and the ICAO standard are often mentioned in the same breath - and in fact many requirements overlap, especially for passport photos. The decisive difference lies in the level of detail and purpose:
While ICAO describes clear but more visually verifiable criteria (e.g. no headgear, neutral facial expression), ISO/IEC 19794-5 also specifies numerical limits for head size, eye distance or sharpness. ISO is therefore aimed more at system developers and operators of biometric databases, while ICAO specifies the requirements for issuing travel documents.
In short: ICAO regulates the "what" - ISO additionally regulates the "how exactly".
The standard divides the requirements into three central categories:
These relate to the conditions under which the photo was taken:
These relate to image detail and positioning:
These relate to the technical image quality:
A facial photo that meets the requirements of ISO/IEC 19794-5 can be reliably captured and processed by facial recognition systems. The standard ensures that:
According to the standard, a lack of sharpness, deviating head posture or poor illumination are key causes of poor image quality and significantly impair the performance of biometric systems.
The software solution Photo Collect software solution supports the Capturing and validation of photos in accordance with ISO/IEC 19794-5. The system checks automatically:
This ensures that only standard-compliant images enter the processing stage without altering the image using AI, for example - ideal for applications with high biometric accuracy requirements.