Alonso-Fernandez, FernandoFernandoAlonso-FernandezBigun, JosefJosefBigunFierrez, JulianJulianFierrezDamer, NaserNaserDamerProença, HugoHugoProençaRoss, ArunArunRoss2024-06-052024-06-052024https://publica.fraunhofer.de/handle/publica/46945310.1109/MC.2023.3298095This article discusses the state of the art in periocular biometrics, presenting an overall framework encompassing the field’s most significant research aspects, which include ocular definition, acquisition, and detection; identity recognition; and ocular soft-biometric analysis.enBranche: Information TechnologyResearch Line: Computer vision (CV)Research Line: Human computer interaction (HCI)Research Line: Machine learning (ML)LTA: Machine intelligence, algorithms, and data structures (incl. semantics)BiometricsMachine learningFace recognitionDeep learningATHENEjournal article