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Linlin Xu
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Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study
L Wang, KA Scott, L Xu, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 54 (8), 4524-4533, 2016
1972016
A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery
L Xu, J Li, A Brenning
Remote Sensing of Environment 141, 14-23, 2014
1622014
Detecting global urban expansion over the last three decades using a fully convolutional network
L He, C., Liu, Z., Gou, S., Zhang, Q., Zhang, J., & Xu
Environmental Research Letters, 2018
131*2018
SAR Image Denoising via Clustering-Based Principal Component Analysis
L Xu, J Li, Y Shu, J Peng
IEEE Transactions on Geoscience and Remote Sensing 52 (11), 6858-6869, 2014
792014
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review
K Gao, Y Gao, H He, D Lu, L Xu, J Li
arXiv preprint arXiv:2210.00379, 2022
782022
A hybrid CNN-GRU model for predicting soil moisture in maize root zone
J Yu, X Zhang, L Xu, J Dong, L Zhangzhong
Agricultural Water Management 245, 106649, 2021
752021
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields
F Li, L Xu, P Siva, A Wong, D Clausi
IEEE Journal of Selected Topics in Applied Earth observations and Remote …, 2015
632015
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation
F Li, DA Clausi, L Xu, A Wong
IEEE Transactions on Geoscience and Remote Sensing 56 (1), 3 - 16, 2017
622017
Assessment of machine learning classifiers for global lake ice cover mapping from MODIS TOA reflectance data
Y Wu, CR Duguay, L Xu
Remote Sensing of Environment 253, 112206, 2021
492021
3DCTN: 3D convolution-transformer network for point cloud classification
D Lu, Q Xie, K Gao, L Xu, J Li
IEEE Transactions on Intelligent Transportation Systems 23 (12), 24854-24865, 2022
432022
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast
W Tan, J Li, L Xu, MA Chapman
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
402018
Bayesian Classification of Hyperspectral Imagery Based on Probabilistic Sparse Representation and Markov Random Field
L Xu, J Li
IEEE Geoscience and Remote Sensing Letters 11 (4), 823 - 827, 2014
382014
Transformers in 3d point clouds: A survey
D Lu, Q Xie, M Wei, K Gao, L Xu, J Li
arXiv preprint arXiv:2205.07417, 2022
342022
Hyperspectral Image Denoising Using a Spatial–Spectral Monte Carlo Sampling Approach
L Xu, F Li, A Wong, D Clausi
IEEE Journal of Selected Topics on Applied Earth Observations and Remote …, 2015
342015
Contextual Classification of Sea-Ice Types Using Compact Polarimetric SAR Data
M Ghanbari, DA Clausi, L Xu, M Jiang
IEEE Transactions on Geoscience and Remote Sensing 57 (10), 7476-7491, 2019
322019
Evaluation of the MODIS LAI/FPAR Algorithm Based on 3D-RTM Simulations: A Case Study of Grassland
J Pu, K Yan, G Zhou, Y Lei, Y Zhu, D Guo, H Li, L Xu, Y Knyazikhin, ...
Remote Sensing 12 (20), 3391, 2020
292020
Oil Spill Candidate Detection From SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model
L Xu, M Shafiee, A Wong, F Li, L Wang, D Clausi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
272015
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval
Y Cao, Y Wang, J Peng, L Zhang, L Xu, K Yan, L Li
IEEE Transactions on Geoscience and Remote Sensing 58 (12), 8888-8904, 2020
252020
A Novel Bayesian Spatial–Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery
L Xu, A Wong, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 55 (9), 4913-4924, 2017
252017
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction
L Xu, A Wong, F Li, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 54 (2), 1118 - 1130, 2015
252015
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