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Samuel Dunthorne

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#artificial intelligence Open access Sep 2026

TileNet: Tile-based CNN-SVM architecture for autonomous unmanned aerial systems inspection of flat roofs

Flat roofs are among the most influential components of the building envelope, governing both structural performance and thermal efficiency, and thereby contributing directly to household energy consumption, carbon emissions, and long-term environmental sustainability. Timely detection of roof defects is essential for...

Samuel Dunthorne, Hashim A. Hashim · 1 citation

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