Deep convolutional neural networks for estimating maize above-ground biomass using multi-source UAV images: a comparison with traditional machine learning algorithms
Danyang Yu, Yuanyuan Zha, Zhigang Sun, Jing Li, Xiuliang Jin, Wanxue Zhu, Jiang Bian, Li Ma, Yijian Zeng, Zhongbo Su
Topics & Concepts
Multispectral imageRGB color modelConvolutional neural networkComputer scienceArtificial intelligenceRobustness (evolution)Support vector machineAdaptabilityPrecision agricultureRandom forestRemote sensingPattern recognition (psychology)AlgorithmAgricultureEcologyBiologyBiochemistryGeologyGeneRemote Sensing in AgricultureSmart Agriculture and AIRemote Sensing and LiDAR Applications