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ORCIDIEEE Transactions on Geoscience and Remote Sensing, Volume 57
Volume 57, Number 1, January 2019
- Qi Wang
, Zhenghang Yuan, Qian Du, Xuelong Li:
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection. 3-13 - Chunyan Yu, Yulei Wang, Meiping Song, Chein-I Chang:
Class Signature-Constrained Background- Suppressed Approach to Band Selection for Classification of Hyperspectral Images. 14-31 - Maria Z. Hakuba, Graeme L. Stephens, Bruno Christophe, Alfred E. Nash, Bernard Foulon, Srinivas V. Bettadpur, Byron D. Tapley, Frank H. Webb:
Earth's Energy Imbalance Measured From Space. 32-45 - Guoming Gao, Yanfeng Gu:
Tensorized Principal Component Alignment: A Unified Framework for Multimodal High-Resolution Images Classification. 46-61 - Yue Wu, Youzuo Lin, Zheng Zhou, David Chas Bolton, Ji Liu, Paul Johnson:
DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection. 62-75 - Claudia Paris, Lorenzo Bruzzone:
A Growth-Model-Driven Technique for Tree Stem Diameter Estimation by Using Airborne LiDAR Data. 76-92 - Alberic De Coster, Sébastien Lambot:
Full-Wave Removal of Internal Antenna Effects and Antenna-Medium Interactions for Improved Ground-Penetrating Radar Imaging. 93-103 - Luca Pallotta, Antonio De Maio, Danilo Orlando:
A Robust Framework for Covariance Classification in Heterogeneous Polarimetric SAR Images and Its Application to L-Band Data. 104-119 - Hu Li, Lei Wang:
Fast Modeling and Practical Inversion of Laterolog-Type Downhole Resistivity Measurements. 120-127 - Huan Liu, Zheng Liu, Shuo Liu, Yihao Liu, Junchi Bin, Fang Shi, Haobin Dong:
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing. 128-140 - Qian Wu, Biao Hou, Zaidao Wen, Licheng Jiao:
Variational Learning of Mixture Wishart Model for PolSAR Image Classification. 141-154 - Hao Chen, Chao Yang, Yang Du:
Machine Learning-Assisted Analysis of Polarimetric Scattering From Cylindrical Components of Vegetation. 155-165 - Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li:
Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery. 166-180 - Zhizhong Kang, Xingkun Wang, Teng Hu, Juntao Yang:
Coarse-to-Fine Extraction of Small-Scale Lunar Impact Craters From the CCD Images of the Chang'E Lunar Orbiters. 181-193 - Reza Arablouei:
Spectral Unmixing With Perturbed Endmembers. 194-211 - Guoyu Fu, Colton Riedel, Tyler Holmes, Jyh-Charn Liu:
Geometric Modeling of the Z-Surface and Z-Curve of GNSS Signals and Their Solution Techniques. 212-223 - Xudong Jin, Yanfeng Gu, Tianzhu Liu:
Intrinsic Image Recovery From Remote Sensing Hyperspectral Images. 224-238 - Bin Pan, Zhenwei Shi, Xia Xu:
Multiobjective-Based Sparse Representation Classifier for Hyperspectral Imagery Using Limited Samples. 239-249 - Yan Huang, Guisheng Liao, Zhen Zhang, Yijian Xiang, Jie Li, Arye Nehorai:
Fast Narrowband RFI Suppression Algorithms for SAR Systems via Matrix-Factorization Techniques. 250-262 - Kazuki Nakata, Kay I. Ohshima, Sohey Nihashi:
Estimation of Thin-Ice Thickness and Discrimination of Ice Type From AMSR-E Passive Microwave Data. 263-276 - Ali Khazaal, Philippe Richaume, François Cabot, Eric Anterrieu, Arnaud Mialon, Yann H. Kerr:
Improving the Spatial Bias Correction Algorithm in SMOS Image Reconstruction Processor: Validation of Soil Moisture Retrievals With In Situ Data. 277-290 - Hongyu Liang, Lei Zhang, Xiaoli Ding, Zhong Lu, Xin Li:
Toward Mitigating Stratified Tropospheric Delays in Multitemporal InSAR: A Quadtree Aided Joint Model. 291-303 - Anna Anzalone, Mario Edoardo Bertaina, Susana Briz, Claudio Cassardo, Roberto Cremonini, Antonio J. de Castro, Silvia Ferrarese, Francesco Isgrò, Fernando López, Ilaria Tabone:
Methods to Retrieve the Cloud-Top Height in the Frame of the JEM-EUSO Mission. 304-318 - Gregorio Farolfi, Silvia Bianchini, Nicola Casagli:
Integration of GNSS and Satellite InSAR Data: Derivation of Fine-Scale Vertical Surface Motion Maps of Po Plain, Northern Apennines, and Southern Alps, Italy. 319-328 - Angelica Tarpanelli, Emanuele Santi, Mohammad J. Tourian, Paolo Filippucci, Giriraj Amarnath, Luca Brocca:
Daily River Discharge Estimates by Merging Satellite Optical Sensors and Radar Altimetry Through Artificial Neural Network. 329-341 - Ruichang Cheng, Xingdong Liang, Fubo Zhang, Longyong Chen:
Multipath Scattering of Typical Structures in Urban Areas. 342-351 - Xiangguang Leng, Kefeng Ji, Shilin Zhou, Xiangwei Xing, Huanxin Zou:
Discriminating Ship From Radio Frequency Interference Based on Noncircularity and Non-Gaussianity in Sentinel-1 SAR Imagery. 352-363 - Ning Liu, Wujiao Dai, Rock Santerre, Jun Hu, Qiang Shi, Changjiang Yang:
High Spatio-Temporal Resolution Deformation Time Series With the Fusion of InSAR and GNSS Data Using Spatio-Temporal Random Effect Model. 364-380 - Bangyu Ge, Zhengqiang Li, Li Liu, Leiku Yang, Xingfeng Chen, Weizhen Hou, Yang Zhang, Donghui Li, Li Li, Lili Qie:
A Dark Target Method for Himawari-8/AHI Aerosol Retrieval: Application and Validation. 381-394 - Xiaokai Wang, Wenchao Chen, Zhenyu Zhu:
Robust Seismic Volumetric Dip Estimation Combining Structure Tensor and Multiwindow Technology. 395-405 - Odysseas Kechagias-Stamatis, Nabil Aouf:
A New Passive 3-D Automatic Target Recognition Architecture for Aerial Platforms. 406-415 - Muhammad Adnan Siddique, Tazio Strozzi, Irena Hajnsek, Othmar Frey:
A Case Study on the Correction of Atmospheric Phases for SAR Tomography in Mountainous Regions. 416-431 - Yanhui Zhou, Wenchao Chen:
MCA-Based Clutter Reduction From Migrated GPR Data of Shallowly Buried Point Target. 432-448 - Burak Uzkent, Aneesh Rangnekar, Matthew J. Hoffman:
Tracking in Aerial Hyperspectral Videos Using Deep Kernelized Correlation Filters. 449-461 - Zhitao Gu, Tenglong Fan, Qinyi Lv, Jialong Chen, Dexin Ye, Jiangtao Huangfu, Yongzhi Sun, Weiqiang Zhu, Changzhi Li, Lixin Ran:
Remote Blind Motion Separation Using a Single-Tone SIMO Doppler Radar Sensor. 462-472 - Viet Thuy Vu, Natanael Rodrigues Gomes, Mats I. Pettersson, Patrik B. G. Dammert, Hans Hellsten:
Bivariate Gamma Distribution for Wavelength-Resolution SAR Change Detection. 473-481 - Savas Özkan, Berk Kaya, Gozde Bozdagi Akar:
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing. 482-496 - Liangxiao Sun, Xiao-Yong Zhuge, Yuan Wang:
A Contour-Based Algorithm for Automated Detection of Overshooting Tops Using Satellite Infrared Imagery. 497-508 - Hui Xu, Yong Chen, Likun Wang:
Cross-Track Infrared Sounder Spectral Gap Filling Toward Improving Intercalibration Uncertainties. 509-519 - Bernhard Bauer-Marschallinger, Vahid Freeman, Senmao Cao, Christoph Paulik, Stefan Schaufler, Tobias Stachl, Sara Modanesi, Christian Massari, Luca Ciabatta, Luca Brocca, Wolfgang Wagner:
Toward Global Soil Moisture Monitoring With Sentinel-1: Harnessing Assets and Overcoming Obstacles. 520-539 - Gemine Vivone, Paolo Addesso, Rocco Restaino, Mauro Dalla Mura, Jocelyn Chanussot:
Pansharpening Based on Deconvolution for Multiband Filter Estimation. 540-553 - Haiyin Qing, Chen Zhou, Zhengyu Zhao:
Characteristics of Gravity Waves During the Occurrence of the Small-Scale Strong Convection Observed by MST Radar. 554-560 - Chong Wang, Zhihui Zhu, Hanming Gu, Xinming Wu, Shuaiqi Liu:
Hankel Low-Rank Approximation for Seismic Noise Attenuation. 561-573 - Shunping Ji, Shiqing Wei, Meng Lu:
Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set. 574-586 - Qingchen Zhang, Weijian Mao, Yangkang Chen:
Attenuating Crosstalk Noise of Simultaneous-Source Least-Squares Reverse Time Migration With GPU-Based Excitation Amplitude Imaging Condition. 587-597 - Shaohui Jin, Xiaofeng Li, Xiaofeng Yang, Jun A. Zhang, Dongliang Shen:
Identification of Tropical Cyclone Centers in SAR Imagery Based on Template Matching and Particle Swarm Optimization Algorithms. 598-608 - Elisa Barcaroli, Alberto Lupidi, Luca Facheris, Fabrizio Cuccoli, Haonan Chen, Chandrasekar V. Chandra:
A Validation Procedure for a Polarimetric Weather Radar Signal Simulator. 609-622 - Simon Zwieback, Xingyu Liu, Sofia Antonova, Birgit Heim, Annett Bartsch, Julia Boike, Irena Hajnsek:
Correction to "A Statistical Test of Phase Closure to Detect Influences on DInSAR Deformation Estimates Besides Displacements and Decorrelation Noise: Two Case Studies in High-Latitude Regions". 623
Volume 57, Number 2, February 2019
- Wenming Lin, Xiaolong Dong, Marcos Portabella, Shuyan Lang, Yijun He, Risheng Yun, Zhixiong Wang, Xingou Xu, Di Zhu, Jianqiang Liu:
A Perspective on the Performance of the CFOSAT Rotating Fan-Beam Scatterometer. 627-639 - Vicente García-Santos, Joan Cuxart, Maria Antonia Jiménez, Daniel Martínez-Villagrasa, Gemma Simó, Rodrigo Picos, Vicente Caselles:
Study of Temperature Heterogeneities at Sub-Kilometric Scales and Influence on Surface-Atmosphere Energy Interactions. 640-654 - Wenming Lin, Marcos Portabella, Giuseppe Foti, Ad Stoffelen, Christine Gommenginger, Yijun He:
Toward the Generation of a Wind Geophysical Model Function for Spaceborne GNSS-R. 655-666 - Yi Chang, Luxin Yan, Houzhang Fang, Sheng Zhong, Wenshan Liao:
HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network. 667-682 - Zhaoqi Gao, Zhibin Pan, Jinghuai Gao, Ru-Shan Wu:
Frequency Controllable Envelope Operator and Its Application in Multiscale Full-Waveform Inversion. 683-699 - Zeyi Niu, Xiaolei Zou:
Development of a New Algorithm to Identify Clear Sky MSU Data Using AMSU-A Data for Verification. 700-708 - Tangao Hu, Yiyue Wu, Gang Zheng, Dengrong Zhang, Yuzhou Zhang, Yao Li:
Tropical Cyclone Center Automatic Determination Model Based on HY-2 and QuikSCAT Wind Vector Products. 709-721 - Lisa Landuyt, Alexandra Van Wesemael, Guy J.-P. Schumann, Renaud Hostache, Niko E. C. Verhoest, Frieke M. B. Van Coillie:
Flood Mapping Based on Synthetic Aperture Radar: An Assessment of Established Approaches. 722-739 - Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Filiberto Pla:
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification. 740-754 - Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza:
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. 755-769 - Yang Lei, Paul Siqueira, Nathan Torbick, Mark J. Ducey, Diya Chowdhury, William Salas:
Generation of Large-Scale Moderate-Resolution Forest Height Mosaic With Spaceborne Repeat-Pass SAR Interferometry and Lidar. 770-787 - Thomas Jagdhuber, Alexandra Georges Konings, Kaighin Alexander McColl, Seyed Hamed Alemohammad, Narendra Narayan Das, Carsten Montzka, Moritz Link, Ruzbeh Akbar, Dara Entekhabi:
Physics-Based Modeling of Active and Passive Microwave Covariations Over Vegetated Surfaces. 788-802 - Feiyang Liu, Zhenzhong Chen:
An Adaptive Spectral Decorrelation Method for Lossless MODIS Image Compression. 803-814 - Dianpeng Su, Fanlin Yang, Yue Ma, Kai Zhang, Jue Huang, Mingwei Wang:
Classification of Coral Reefs in the South China Sea by Combining Airborne LiDAR Bathymetry Bottom Waveforms and Bathymetric Features. 815-828 - John Xun Yang, Hu Yang:
Radiometry Calibration With High-Resolution Profiles of GPM: Application to ATMS 183-GHz Water Vapor Channels and Comparison Against Reanalysis Profiles. 829-838 - Haitao Lv, Yong Wang, Yuanyuan Yang:
Modeling of Thin-Cloud TOA Reflectance Using Empirical Relationships and Two Landsat-8 Visible Band Data. 839-850 - Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, Xianming Liu:
Hyperspectral Image Classification in the Presence of Noisy Labels. 851-865 - Wei Wei, Lei Zhang, Yining Jiao, Chunna Tian, Cong Wang, Yanning Zhang:
Intracluster Structured Low-Rank Matrix Analysis Method for Hyperspectral Denoising. 866-880 - Chuanbao Zhao, Yunbin Yuan, Baocheng Zhang, Min Li:
Ionosphere Sensing With a Low-Cost, Single-Frequency, Multi-GNSS Receiver. 881-892 - Shan Zhao, Imad L. Al-Qadi:
Super-Resolution of 3-D GPR Signals to Estimate Thin Asphalt Overlay Thickness Using the XCMP Method. 893-901 - Amir Hossein Zaji, Hossein Bonakdari, Bahram Gharabaghi:
Applying Upstream Satellite Signals and a 2-D Error Minimization Algorithm to Advance Early Warning and Management of Flood Water Levels and River Discharge. 902-910 - Qi Wang, Xiang He, Xuelong Li:
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification. 911-923 - Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu:
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery. 924-935 - Yury A. Titchenko, Vladimir Yu. Karaev:
The Algorithm for Retrieving the Surface Waves Parameters Using Doppler Spectrum Measurements at Small Incident Angles. 936-943 - Shengbiao Wu, Jianguang Wen, Lin Xingwen, Dalei Hao, Dongqin You, Qing Xiao, Qinhuo Liu, Tiangang Yin:
Modeling Discrete Forest Anisotropic Reflectance Over a Sloped Surface With an Extended GOMS and SAIL Model. 944-957 - Joseph C. Jacob, Robert T. Menzies, Gary D. Spiers:
Data Processing and Analysis Approach to Retrieve Carbon Dioxide Weighted-Column Mixing Ratio and 2- $\mu$ m Reflectance With an Airborne Laser Absorption Spectrometer. 958-971 - Xueru Bai, Yu Zhang, Feng Zhou:
High-Resolution Radar Imaging in Complex Environments Based on Bayesian Learning With Mixture Models. 972-984 - Gang Zheng, Jingsong Yang, Xiaofeng Li, Lizhang Zhou, Lin Ren, Peng Chen, Huaguo Zhang, Xiulin Lou:
Using Artificial Neural Network Ensembles With Crogging Resampling Technique to Retrieve Sea Surface Temperature From HY-2A Scanning Microwave Radiometer Data. 985-1000 - Jeffrey Steward, Ziad S. Haddad, Svetla M. Hristova-Veleva, Sahra Kacimi, Eun-Kyoung Seo:
Variational Deconvolution of Conically Scanned Passive Microwave Observations With Error Quantification. 1001-1014 - Chunhui Pan, Lihang Zhou, Changyong Cao, Lawrence E. Flynn, Eric Beach:
Suomi-NPP OMPS Nadir Mapper's Operational SDR Performance. 1015-1024 - Jan Torgrimsson, Patrik B. G. Dammert, Hans Hellsten, Lars M. H. Ulander:
SAR Processing Without a Motion Measurement System. 1025-1039 - Jorge Vicent Servera, Luis Alonso, Luca Martino, Neus Sabater, Jochem Verrelst, Gustau Camps-Valls, José F. Moreno:
Gradient-Based Automatic Lookup Table Generator for Radiative Transfer Models. 1040-1048 - Mehmet Kurum, Manohar Deshpande, Alicia T. Joseph, Peggy E. O'Neill, Roger H. Lang, Orhan Eroglu:
SCoBi-Veg: A Generalized Bistatic Scattering Model of Reflectometry From Vegetation for Signals of Opportunity Applications. 1049-1068 - Juval Cohen, Kimmo Rautiainen, Jaakko Ikonen, Juha Lemmetyinen, Tuomo Smolander, Juho Vehvilainen, Jouni Pulliainen:
A Modeling-Based Approach for Soil Frost Detection in the Northern Boreal Forest Region With C-Band SAR. 1069-1083 - Xiaojing Bai, Jiangyuan Zeng, Kun-Shan Chen, Zhen Li, Yijian Zeng, Jun Wen, Xin Wang, Xiaohua Dong, Zhongbo Su:
Parameter Optimization of a Discrete Scattering Model by Integration of Global Sensitivity Analysis Using SMAP Active and Passive Observations. 1084-1099 - Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu:
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. 1100-1116 - Kai Zhang, Min Wang, Shuyuan Yang, Licheng Jiao:
Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images. 1117-1130 - Xueqian Wang, Gang Li, Yu Liu, Moeness G. Amin:
Enhanced 1-Bit Radar Imaging by Exploiting Two-Level Block Sparsity. 1131-1141 - Sen Jia, Kuilin Wu, Jiasong Zhu, Xiuping Jia:
Spectral-Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification. 1142-1154 - Qi Wang, Shaoteng Liu, Jocelyn Chanussot, Xuelong Li:
Scene Classification With Recurrent Attention of VHR Remote Sensing Images. 1155-1167 - Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone:
A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data. 1168-1182 - Jiangtao Peng, Weiwei Sun, Qian Du:
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images. 1183-1194 - Marco Pasian, Massimiliano Barbolini, Fabio Dell'Acqua, Pedro Fidel Espín-López, Lorenzo Silvestri:
Snowpack Monitoring Using a Dual-Receiver Radar Architecture. 1195-1204 - Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang:
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. 1205-1218 - Donghui Yi, Nathan T. Kurtz, Jeremy P. Harbeck, Ron Kwok, Stefan Hendricks, Robert Ricker:
Comparing Coincident Elevation and Freeboard From IceBridge and Five Different CryoSat-2 Retrackers. 1219-1229 - Hongjun Su, Bo Zhao, Qian Du, Peijun Du:
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification. 1230-1241
Volume 57, Number 3, March 2019
- Min Wang, Shuyuan Yang, Zhi Liu, Zhi Li:
Collaborative Compressive Radar Imaging With Saliency Priors. 1245-1255 - Matthew Kupilik, Frank D. W. Witmer, Euan-Angus MacLeod, Caixia Wang, Tom Ravens:
Gaussian Process Regression for Arctic Coastal Erosion Forecasting. 1256-1264 - Yexian Ren, Jie Yang, Lingli Zhao, Pingxiang Li, Zhiqu Liu, Lei Shi:
A Global Weighted Least-Squares Optimization Framework for Speckle Filtering of PolSAR Imagery. 1265-1277 - T. Scott Brandes, Brett Ballard:
Adaptive Seabed Characterization With Hierarchical Bayesian Modeling of SAS Imagery. 1278-1290 - Leyuan Fang, Guangyun Liu, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson:
Hyperspectral Image Classification With Squeeze Multibias Network. 1291-1301 - B. Narasiha Sharma, Anand Kumar, Arun Bhardwaj, Arti Sarkar, Himanshu K. Dave, Somya S. Sarkar:
A Quantitative Analytical Framework for Photon Transfer Curve-Based Preflight Characterization of the Indian Remote Sensing Imaging Systems. 1302-1310 - Xue Wan, Jianguo Liu, Shengyang Li, John Dawson, Hongshi Yan:
An Illumination-Invariant Change Detection Method Based on Disparity Saliency Map for Multitemporal Optical Remotely Sensed Images. 1311-1324 - Xiaolin Han, Jing Yu, Jiqiang Luo, Weidong Sun:
Reconstruction From Multispectral to Hyperspectral Image Using Spectral Library-Based Dictionary Learning. 1325-1335 - Shichao Jin, Yanjun Su, Fangfang Wu, Shuxin Pang, Shang Gao, Tianyu Hu, Jin Liu, Qinghua Guo:
Stem-Leaf Segmentation and Phenotypic Trait Extraction of Individual Maize Using Terrestrial LiDAR Data. 1336-1346 - Rafael Grimson, Juan Lucas Bali, Mariela Rajngewerc, Laura San Martin, Mercedes Salvia:
A Statistical Inverse Method for Gridding Passive Microwave Data With Mixed Measurements. 1347-1357 - Yu Wang, Chunheng Wang, Cunzhao Shi, Baihua Xiao:
A Selection Criterion for the Optimal Resolution of Ground-Based Remote Sensing Cloud Images for Cloud Classification. 1358-1367 - Ying-Dong Pi, Bo Yang, Xin Li, Mi Wang, Yufeng Cheng:
Large-Scale Planar Block Adjustment of GaoFen1 WFV Images Covering Most of Mainland China. 1368-1379