SynAdult: Multimodal Synthetic Adult Dataset Generation via Diffusion Models and Neuromorphic Event Simulation for Critical Biometric Applications

SynAdult: Multimodal Synthetic Adult Dataset Generation via Diffusion Models and Neuromorphic Event Simulation for Critical Biometric Applications

We propose SynAdult, a multimodal synthetic data generation framework designed to address the scarcity of diverse and privacy-compliant senior adult face datasets for biometric applications and facial analysis. Our pipeline begins with the rendering of high-fidelity 2D adult facial images using para...

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Bibliographic Details
Main Authors: Muhammad Ali Farooq, Paul Kielty, Wang Yao, Peter Corcoran
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Multimodality
synthetic data
diffusion models
neuromorphic event imaging
privacy
V2E
Online Access:https://ieeexplore.ieee.org/document/11106428/
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https://ieeexplore.ieee.org/document/11106428/

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