This examination highlights the headways in iris recognition, a key biometric innovation known for its accuracy and security. The human iris, with its unique and steady features, serves as an effective identifier, separating people accurately. The paper discusses technological advances, including improved imaging and advanced iris segmentation algorithms, enhancing iris recognition's effectiveness. Emphasis is placed on algorithmic advancements, particularly in iris division calculations, feature extraction and pattern matching, design coordinating, where artificial intelligence and machine learning playing a noteworthy part. The integration of iris recognition with other biometrics, forming secure multi-modal systems, is also explored. However, challenges like security vulnerabilities, data privacy, and user accessibility remain critical concerns. Addressing these issues is imperative for maintaining the technology's credibility. The paper concludes by focusing on the importance of balancing innovation with moral and privacy contemplations and to donate a heading for future work in this broad scope area.

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Advancements in Iris Recognition: A Comprehensive Review for Biometric Systems

  • Pooja Rai,
  • Priyesh Kanungo

摘要

This examination highlights the headways in iris recognition, a key biometric innovation known for its accuracy and security. The human iris, with its unique and steady features, serves as an effective identifier, separating people accurately. The paper discusses technological advances, including improved imaging and advanced iris segmentation algorithms, enhancing iris recognition's effectiveness. Emphasis is placed on algorithmic advancements, particularly in iris division calculations, feature extraction and pattern matching, design coordinating, where artificial intelligence and machine learning playing a noteworthy part. The integration of iris recognition with other biometrics, forming secure multi-modal systems, is also explored. However, challenges like security vulnerabilities, data privacy, and user accessibility remain critical concerns. Addressing these issues is imperative for maintaining the technology's credibility. The paper concludes by focusing on the importance of balancing innovation with moral and privacy contemplations and to donate a heading for future work in this broad scope area.