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Integration of harvester trajectory and satellite imagery for large-scale winter wheat mapping using deep positive and unlabeled learning

Xingguo Xiong, Jie Yang, Renhai Zhong, Jinwei Dong, Jingfeng Huang, K. C. Ting, Yibin Ying, Tao Lin

2023Computers and Electronics in Agriculture12 citationsDOI

Topics & Concepts

TrajectoryGround truthScale (ratio)Artificial intelligenceDeep learningComputer scienceNormalized Difference Vegetation IndexVegetation (pathology)Remote sensingConvolutional neural networkField (mathematics)SatelliteMachine learningPattern recognition (psychology)Leaf area indexEnvironmental scienceMathematicsCartographyGeographyEngineeringEcologyPhysicsBiologyMedicinePathologyAerospace engineeringPure mathematicsAstronomyRemote Sensing in AgricultureRemote Sensing and LiDAR ApplicationsSmart Agriculture and AI
Integration of harvester trajectory and satellite imagery for large-scale winter wheat mapping using deep positive and unlabeled learning | Litcius