Author

Maxwell C. Cook

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Open access Jul 2026

Delineating Roofing Materials in Urban Areas Using Transformed High-Resolution Satellite Imagery and Convolutional Neural Networks

The feasibility and performance of a Convolutional Neural Network model using spectrally transformed high-resolution multispectral imagery to map roofprints in Washington, District of Columbia (D.C.) and Denver, CO, United States is explored.

C. Amaral, Maxwell C. Cook, Johannes H. Uhl et al. · Remote Sensing · 0 citations