Linlin Xu - Concepedia

Author

Linlin Xu

University of Waterloo ORCID

Also Known As

Haotian Qin, L. XU, L. Xu, L.H. Xu, Li, Jonathan, Lin-Lin Xu, LinLin Xu, Lincoln Linlin Xu, Linlin Xu, Xu Linlin

218

Publications

2.9K

Citations

H-Index

148

Concepts

All Affiliations

University of Waterloo China University of Geosciences (Beijing)National Engineering Research Center for Information Technology in Agriculture Ministry of Agriculture and Rural Affairs

About

Linlin Xu is an author at University of Waterloo specializing in engineering, data science, and remote sensing.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	26	51	2.1K
2	Natural Sciences	5	5	267
3	Health Sciences	1	1	28
4	Management	1	1	20
5	Medicine	1	1	24

Linlin Xu

Publications

2.6K

Citations

H-Index

Page 1

	Year	Citations
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study Lei Wang, K. Andrea Scott, Linlin Xu, IEEE Transactions on Geoscience and Remote Sensing Convolutional Neural NetworkEngineeringMachine LearningEarth ScienceImage Classification	2016	214
A hybrid CNN-GRU model for predicting soil moisture in maize root zone Jingxin Yu, Xin Zhang, Linlin Xu, Agricultural Water Management Agricultural EngineeringPrecision AgricultureHybrid Cnn-gru ModelEngineeringDrought	2020	170
Detecting global urban expansion over the last three decades using a fully convolutional network Chunyang He, Zhifeng Liu, Siyuan Gou, Environmental Research Letters	2018	164
A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery Linlin Xu, Jonathan Li, Alexander Brenning Remote Sensing of Environment RadarEnvironmental MonitoringImage AnalysisData ScienceSynthetic Aperture Radar	2013	162
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Dening Lu, Qian Xie, Kyle Gao, IEEE Transactions on Intelligent Transportation Systems Convolutional Neural NetworkEngineeringMachine LearningPoint Cloud ProcessingPoint Cloud	2022	108
Assessment of machine learning classifiers for global lake ice cover mapping from MODIS TOA reflectance data Yuhao Wu, Claude Duguay, Linlin Xu Remote Sensing of Environment ClimatologyEarth ObservationEnvironmental MonitoringEngineeringData Science	2020	83
SAR Image Denoising via Clustering-Based Principal Component Analysis Linlin Xu, Jonathan Li, Yuanming Shu, IEEE Transactions on Geoscience and Remote Sensing RadarImage AnalysisSar Image DenoisingEngineeringSynthetic Aperture Radar	2014	65
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation Fan Li, David A. Clausi, Linlin Xu, IEEE Transactions on Geoscience and Remote Sensing Multiple Instance LearningEngineeringMachine LearningMultispectral ImagingTraining Samples	2017	64
Evaluation of the MODIS LAI/FPAR Algorithm Based on 3D-RTM Simulations: A Case Study of Grassland Jiabin Pu, Kai Yan, Guohuan Zhou, Remote Sensing Precision AgricultureEnvironmental MonitoringEngineering3D-rtm SimulationsCanopy Micrometeorology	2020	61
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields Fan Li, Linlin Xu, Parthipan Siva, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing EngineeringMachine LearningRotation ForestRotation Forest AlgorithmClassification Method	2015	60

Page 1