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This presentation explores multimodal biometric systems with a focus on face–iris integration. It introduces biometric modalities, highlights limitations of unimodal approaches, and emphasizes the advantages of multimodal systems. It reviews previous research, detailing benchmarks and metrics, before proposing a robust face–iris system architecture including pre-processing, feature extraction, fusion techniques, and classification. Performance evaluation compares unimodal and multimodal...