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Author

D. Pau

h-index 19 View on Semantic Scholar

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Conference Sep 2026

From Landmarks to Gestures: Real-Time Lightweight Gesture Recognition at the Edge

The paper presents a real-time landmark-based pipeline for two-hand static gesture recognition targeting smart glasses applications. The proposed system extends a MediaPipe-inspired hand landmark extraction module with a lightweight multilayer perceptron classifier operating on a fixed two-hand landmark representation,...

Rosanna Manzo, Pietro Bonazzi, Francesco Caputo et al. · 0 citations

Device-Aware Distillation of Small Language Models for Efficient Edge Intelligence

The rapid development of large language models has enabled strong reasoning and decision-making performance across a wide range of domains and complex system tasks such as Design Space Exploration, but their direct deployment on mobile and edge hardware remains constrained.

Vinamra Sharma, D. Pau, José Cano · 0 citations
Open access Jul 2026

Heterogeneous Low-Power Agentic Architecture for Edge Distributed Home Surveillance

This work presents a fully edge-based architecture implementing agentic AI on heterogeneous devices for home surveillance with a natural language interface, in which analysis tasks are parallelized across the distributed devices.

Luigi Lucio Zappia, M. Lattuada, M. Bianchessi et al. · 0 citations

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