Sylvain Colomer

Large-scale individual crown tree segmentation across entire white spruce forests using UAV hyperspectral imagery and deep learning

Abstract. The development of high-performance, affordable UAVs has transformed vegetation monitoring, enabling observation of forest canopies at an unprecedented level of detail. UAV-derived datasets now provide high-fidelity structural and physiological information at the individual tree level across entire forest sta...