Article

Cross-Modal Synthetic Augmentation for Robust Thermal Dermatology on Edge Devices

2026-03-02

Abstract excerpt

This paper introduces a novel framework for realtime dermatological condition detection using low-cost thermal imaging on edge devices. The core challenge addressed is the severe scarcity of annotated thermal medical data required for training deep learning models. We propose a three-phase pipeline: first, a cross-modal Generative Adversarial Network (GAN) synthesizes high-fidelity pseudo-thermal images from abund...

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Literature Corpus work: 8a522269-6883-57ed-b853-d0dfc19465bb
DOI: 10.22541/au.177247901.15260167/v1

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