Author

Sawyer Bloom

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Jul 2026

QFireNet: A Quantum-Enhanced U-Net for Wildfire Segmentation from Sentinel-2 Imagery

The paper builds on the foundational U-Net image segmentation model to develop a quantum-hybrid solution in hopes of more effectively modeling the high-dimensional spectral feature space of the Sen2Fire dataset and finds that quantum machine learning has potential to provide an advantage in the problem of wildfire imag...

Jaiman Munshi, Tanvi Tewary, Sawyer Bloom et al. · arXiv.org · 0 citations