Deeply synergistic optical and SAR time series for crop dynamic monitoring

Wenzhi Zhao, Yang Qu, Jiage Chen, +1

Remote Sensing of Environment

RadarEarth ObservationPrecision AgricultureEnvironmental MonitoringEngineering +13

Exploring semantic elements for urban scene recognition: Deep integration of high-resolution imagery and OpenStreetMap (OSM)

Wenzhi Zhao, Yanchen Bo, Jiage Chen, +3

ISPRS Journal of Photogrammetry and Remote Sensing

Urban Scene RecognitionUrban GeographyScene AnalysisImage AnalysisMachine Vision +13

Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection

Wenzhi Zhao, Lichao Mou, Jiage Chen, +2

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningShift DetectionReal Change DetectionMetric Learning +19

Crop Mapping from Sentinel-1 Polarimetric Time-Series with a Deep Neural Network

Yang Qu, Wenzhi Zhao, Zhanliang Yuan, +1

Remote Sensing

Earth ObservationConvolutional Neural NetworkPrecision AgricultureCrop ClassificationMachine Learning +18

Using Adversarial Network for Multiple Change Detection in Bitemporal Remote Sensing Imagery

Wenzhi Zhao, Xi Chen, Xiaoshan Ge, +1

IEEE Geoscience and Remote Sensing Letters

Data AugmentationImage ClassificationImage AnalysisMachine LearningData Science +13

Detection of Cropland Change Using Multi-Harmonic Based Phenological Trajectory Similarity

Jiage Chen, Jun Chen, Huiping Liu, +1

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringLand UseAgricultural Economics +21

Sample Generation with Self-Attention Generative Adversarial Adaptation Network (SaGAAN) for Hyperspectral Image Classification

Wenzhi Zhao, Xi Chen, Jiage Chen, +1

Remote Sensing

EngineeringMachine LearningTraining SamplesHyperspectral Image AnalysisPavia University +14

Semisupervised Hyperspectral Image Classification With Cluster-Based Conditional Generative Adversarial Net

Wenzhi Zhao, Xuehong Chen, Yanchen Bo, +1

IEEE Geoscience and Remote Sensing Letters

Hyperspectral ImagingImage AnalysisMachine LearningData ScienceEngineering +11

Land Cover Change Detection Using Multiple Shape Parameters of Spectral and NDVI Curves

Boyu Liu, Jun Chen, Jiage Chen, +1

Remote Sensing

Environmental MonitoringEngineeringShift DetectionLand UseNdvi Values +18

Retrieval of Soil Dispersion Using Hyperspectral Remote Sensing

Jiage Chen, Jun Chen, Qinjun Wang, +3

Journal of the Indian Society of Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringRemote SensingEarth Science +1