IEEE Transactions on Geoscience and Remote Sensing (TGRS) is a monthly publication that focuses on the theory, concepts, and techniques of science and engineering as applied to sensing the land, oceans, atmosphere, and space; and the processing, interpretation, and dissemination of this information.
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2899129
Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2868851
Ice Cloud Properties From Himawari-8/AHI Next-Generation Geostationary Satellite: Capability of the AHI to Monitor the DC Cloud Generation Process
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2882803
Aerial LaneNet: Lane-Marking Semantic Segmentation in Aerial Imagery Using Wavelet-Enhanced Cost-Sensitive Symmetric Fully Convolutional Neural Networks
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2878510
R3-Net: A Deep Network for Multioriented Vehicle Detection in Aerial Images and Videos
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2895362
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2868796
Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2897316
CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2930982
uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral Unmixing
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2868690
Detecting Changes in Fully Polarimetric SAR Imagery With Statistical Information Theory
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2866367
Nonlocal Compressive Sensing-Based SAR Tomography
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2879382
Ionospheric Correction of InSAR Time Series Analysis of C-band Sentinel-1 TOPS Data
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2908494
Global Cloud Detection for CERES Edition 4 Using Terra and Aqua MODIS Data
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2926620
GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2875102
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2904108
Surface Foam and L-Band Microwave Radiometer Measurements in High Winds
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2876972
Dictionary Learning for Adaptive GPR Landmine Classification
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2931134
A Novel Rank Approximation Method for Mixture Noise Removal of Hyperspectral Images
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2891288
A Back-Projection Tomographic Framework for VHR SAR Image Change Detection
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2891308
On Quad-Polarized SAR Measurements of the Ocean Surface
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2920750
Improving Soil Available Nutrient Estimation by Integrating Modified WOFOST Model and Time-Series Earth Observations
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2878382
Generation of Large-Scale Moderate-Resolution Forest Height Mosaic With Spaceborne Repeat-Pass SAR Interferometry and Lidar
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2860590
Coal Quality Exploration Technology Based on an Incremental Multilayer Extreme Learning Machine and Remote Sensing Images
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2890040
Multiple-Feature Kernel-Based Probabilistic Clustering for Unsupervised Band Selection
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2907924
Class Information-Based Band Selection for Hyperspectral Image Classification
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2920891
Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2926069
Virtually Developed Synthetic Aperture Radar: Theory, Simulation, and Measurements
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2878330
Oceanic Internal Waves in the Sulu–Celebes Sea Under Sunglint and Moonglint
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2904402
Segmentation of Marine SAR Images by Sublook Analysis and Application to Sea Traffic Monitoring
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2866934
Remote Sensing of Sea Ice Thickness and Salinity With 0.5–2 GHz Microwave Radiometry
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2922163
SNPP ATMS On-Orbit Geolocation Error Evaluation and Correction Algorithm
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2887407
SAR Ground Moving Target Imaging Based on a New Range Model Using a Modified Keystone Transform
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2883210
Fuzziness Modeling of Polarized Scattering Mechanisms and PolSAR Image Classification Using Fuzzy Triplet Discriminative Random Fields
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2895087
Assessing the Impacts of Various Factors on Treetop Detection Using LiDAR-Derived Canopy Height Models
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2931408
Total Column Ozone Retrieval From the Infrared Measurements of a Geostationary Imager
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2901173
Image-Guided Registration of Unordered Terrestrial Laser Scanning Point Clouds for Urban Scenes
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2925805
Cross-Data Set Hyperspectral Image Classification Based on Deep Domain Adaptation
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2931730
A Simple Approximation for the Reflectance of a Thick Cloud in Gaseous Absorption Band and Its Application for the Cloud-Top Height Determination
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2883358
Full-Polarization Bistatic Scattering From an Inhomogeneous Rough Surface
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2906079
Suomi-NPP OMPS Nadir Mapper’s Operational SDR Performance
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2864125
Correction to “A Method Based on Temporal Component Decomposition for Estimating 1-km All-Weather Land Surface Temperature by Merging Satellite Thermal Infrared and Passive Microwave Observations” [Feb 19 4670-4691]
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/tgrs.2019.2899770
Underlying Topography Estimation Over Forest Areas Using Single-Baseline InSAR Data
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2878357
Random Walks for Pansharpening in Complex Tight Framelet Domain
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2897010
A Novel Framework for Evaluating Performance-Estimation Models
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2898352
Investigation on the Electromagnetic Scattering From the Accurate 3-D Breaking Ship Waves Generated by CFD Simulation
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2876131
Effects of Wind Wave Spectra on Radar Backscatter From Sea Surface at Different Microwave Bands: A Numerical Study
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2905558
Fast Fourier-Domain Optimization Using Hybrid L1−/L ${}_{p}$ -Norm for Autofocus in Airborne SAR Imaging
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2917516
Applying Deep Learning to Hail Detection: A Case Study
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2931944
Normalized Projection Models for Geostationary Remote Sensing Satellite: A Comprehensive Comparative Analysis (January 2019)
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2019.2928327
Consistent Robust and Recursive Estimation of Atmospheric Motion Vectors From Satellite Images
来源期刊：IEEE Transactions on Geoscience and Remote SensingDOI：10.1109/TGRS.2018.2867283
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