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This article discusses the importance of biometric recognition in the field of artificial intelligence, specifically in the context of the “Internet of Everything”. It highlights the interdisciplinary nature of biometric research and the potential for advancements in this area. The article also introduces a Special Issue that aims to bring together researchers from various fields to exchange recent advances and present novel research in biometric recognition.