Journal: IEEE T. Geoscience and Remote Sensing

Volume 57, Issue 8

5211 -- 5223Andrea Marinoni, Paolo Gamba. Improving Reliability in Nonlinear Hyperspectral Unmixing by Multidimensional Structural Optimization
5224 -- 5238Nicola Acito, Marco Diani, Giovanni Corsini. Coupled Subspace-Based Atmospheric Compensation of LWIR Hyperspectral Data
5239 -- 5251Ahmad W. Bitar, Loong Fah Cheong, Jean Philippe Ovarlez. Sparse and Low-Rank Matrix Decomposition for Automatic Target Detection in Hyperspectral Imagery
5252 -- 5265Chao Li, Raj Mittra. Characteristic Basis Function Method for Fast Analysis of 3-D Scattering From Objects Buried Under Rough Surfaces
5266 -- 5284Sanchari Thakur, Lorenzo Bruzzone. An Approach to the Simulation of Radar Sounder Radargrams Based on Geological Analogs
5285 -- 5302David P. Williams. A Novel Framework for Evaluating Performance-Estimation Models
5303 -- 5318Zhihai Jiang, Lanbo Liu, Shucai Liu, Jianhua Yue. Surface-to-Underground Transient Electromagnetic Detection of Water-Bearing Goaves
5319 -- 5328Zhilun Zhang, Yining Yu, Xinqing Li, Fengming Hui, Xiao Cheng, Zhuoqi Chen. Arctic Sea Ice Classification Using Microwave Scatterometer and Radiometer Data During 2002-2017
5329 -- 5343Jie Feng, Haipeng Yu, Lin Wang, Xianghai Cao, Xiangrong Zhang, Licheng Jiao. Classification of Hyperspectral Images Based on Multiclass Spatial-Spectral Generative Adversarial Networks
5344 -- 5355Mehmet Ogut, Xavier Bosch-Lluis, Steven C. Reising. A Deep Learning Approach for Microwave and Millimeter-Wave Radiometer Calibration
5356 -- 5372Chunfeng Ma, Xin Li, Kun-Shan Chen. The Discrepancy Between Backscattering Model Simulations and Radar Observations Caused by Scaling Issues: An Uncertainty Analysis
5373 -- 5383Ebrahim Emami, Touqeer Ahmad, George Bebis, Ara Nefian, Terry Fong. Crater Detection Using Unsupervised Algorithms and Convolutional Neural Networks
5384 -- 5394Renlong Hang, Qingshan Liu 0001, Danfeng Hong, Pedram Ghamisi. Cascaded Recurrent Neural Networks for Hyperspectral Image Classification
5395 -- 5406Sergi Duque, Alessandro Parizzi, Francesco De Zan. Precise and Automatic 3-D Absolute Geolocation of Targets Using Only Two Long-Aperture SAR Acquisitions
5407 -- 5423Haitao Lang, Yuyang Xi, Xi Zhang. Ship Detection in High-Resolution SAR Images by Clustering Spatially Enhanced Pixel Descriptor
5424 -- 5433Qinghuan Li, Richard E. J. Kelly, Leena Leppänen, Juho Vehvilainen, Anna Kontu, Juha Lemmetyinen, Jouni Pulliainen. The Influence of Thermal Properties and Canopy- Intercepted Snow on Passive Microwave Transmissivity of a Scots Pine
5434 -- 5446Xi Shen, Defeng David Huang, Boming Song, Claire Vincent, Roberto Togneri. 3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results
5447 -- 5455Maurizio Migliaccio, Lanqing Huang, Andrea Buono. SAR Speckle Dependence on Ocean Surface Wind Field
5456 -- 5475Biao Cao, Jean-Philippe Gastellu-Etchegorry, Yongming Du, Hua Li 0005, Zunjian Bian, Tian Hu, Wenjie Fan, Qing Xiao, Qinhuo Liu. Evaluation of Four Kernel-Driven Models in the Thermal Infrared Band
5476 -- 5492Penghui Huang, Xiang-Gen Xia, Yesheng Gao, Xingzhao Liu, Guisheng Liao, Xue Jiang 0001. Ground Moving Target Refocusing in SAR Imagery Based on RFRT-FrFT
5493 -- 5501Sixin Liu, Wentian Wang, Lei Fu, Qi Lu. Linear Prediction-Based DOA Estimation for Directional Borehole Radar 3-D Imaging
5502 -- 5511Mingming Xu, Bo Du, Yanguo Fan. Endmember Extraction From Highly Mixed Data Using Linear Mixture Model Constrained Particle Swarm Optimization
5512 -- 5524Jiangmiao Pang, Cong Li, Jianping Shi, Zhihai Xu, Huajun Feng. 2-CNN: Fast Tiny Object Detection in Large-Scale Remote Sensing Images
5525 -- 5534Aimé Meygret, Gwendoline Blanchet, Christophe Latry, Arnaud Kelbert, Lydwine Gross-Colzy. On-Orbit Star-Based Calibration and Modulation Transfer Function Measurements for PLEIADES High-Resolution Optical Sensors
5535 -- 5548Yuanlin Zhang, Yuan Yuan 0001, Yachuang Feng, Xiaoqiang Lu. Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection
5549 -- 5563Yongjun Zhang 0002, Chi Liu, Mingwei Sun, Yangjun Ou. Pan-Sharpening Using an Efficient Bidirectional Pyramid Network
5564 -- 5579Xiang Xu 0002, Jun Li 0009, Shutao Li, Antonio Plaza. Subpixel Component Analysis for Hyperspectral Image Classification
5580 -- 5594Faxian Cao, Zhijing Yang, Jinchang Ren, Weizhao Chen, Guojun Han, Yuzhen Shen. Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images
5595 -- 5605Carlos Quemada Mayoral, Cebrián García González, Juan Carlos Iriarte Galarregui, Diana Marín, Diego Gastón, Carlos Miranda, Ramón Gonzalo, Itziar Maestrojuán, Luis Gonzaga Santesteban, Iñigo Ederra. Water Content Continuous Monitoring of Grapevine Xylem Tissue Using a Portable Low-Power Cost-Effective FMCW Radar
5606 -- 5617Marc Aurèle Gilles, Christopher Earls, David Bindel. A Subspace Pursuit Method to Infer Refractivity in the Marine Atmospheric Boundary Layer
5618 -- 5625Guowen Jin, Ranhong Xie, Mi Liu, Jiangfeng Guo. Petrophysical Parameter Calculation Based on NMR Echo Data in Tight Sandstone
5626 -- 5641André Barros Cardoso da Silva, Stefan V. Baumgartner, Gerhard Krieger. Training Data Selection and Update Strategies for Airborne Post-Doppler STAP
5642 -- 5650Su-Jeong Lee, Myoung Hwan Ahn, Seungmin Ha. Total Column Ozone Retrieval From the Infrared Measurements of a Geostationary Imager
5651 -- 5668Joaquin Garcia-Sobrino, Valero Laparra, Joan Serra-Sagristà, Xavier Calbet, Gustau Camps-Valls. Improved Statistically Based Retrievals via Spatial-Spectral Data Compression for IASI Data
5669 -- 5685Xiao Wang, Feng Xu 0001. A PolinSAR Inversion Error Model on Polarimetric System Parameters for Forest Height Mapping
5686 -- 5700Yuming Zeng, Hao Zhou 0002, Weimin Huang, Yeping Lai, Biyang Wen. Effect of Current on the First-Order Spectral Power of High-Frequency Radar
5701 -- 5715Wei Liu, Joonwhoan Lee. A 3-D Atrous Convolution Neural Network for Hyperspectral Image Denoising
5716 -- 5728Guangtan Huang, Xiaohong Chen 0003, Cong Luo, Xiangyang Li. Prestack Waveform Inversion by Using an Optimized Linear Inversion Scheme
5729 -- 5737Shridhar Kumar, T. Narayana Rao, Basivi Radhakrishna. Identification and Separation of Turbulence Echo From the Multipeaked VHF Radar Spectra During Precipitation
5738 -- 5750Hanwen Yu, Hyongki Lee, Ning Cao 0004, Yang Lan. Optimal Baseline Design for Multibaseline InSAR Phase Unwrapping
5751 -- 5763Yangyang Li, Cheng Peng, Yanqiao Chen, Licheng Jiao, Linhao Zhou, Ronghua Shang. A Deep Learning Method for Change Detection in Synthetic Aperture Radar Images
5764 -- 5776Mengshi Yang, Paco López-Dekker, Prabu Dheenathayalan, Filip Biljecki, Mingsheng Liao, Ramon F. Hanssen. Linking Persistent Scatterers to the Built Environment Using Ray Tracing on Urban Models
5777 -- 5789Yiran Wang, Bo Wu 0004. Active Machine Learning Approach for Crater Detection From Planetary Imagery and Digital Elevation Models
5790 -- 5798Mike Chu, Jennifer Dodd. Examination of Radiometric Deviations in Bands 29, 31, and 32 of MODIS Collection 6.0 and 6.1
5799 -- 5812Kui Jiang, Zhongyuan Wang, Peng Yi, Guangcheng Wang, Tao Lu 0001, Junjun Jiang. Edge-Enhanced GAN for Remote Sensing Image Superresolution
5813 -- 5828Haokui Zhang, Ying Li 0017, Yenan Jiang, Peng Wang 0015, Qiang Shen 0001, Chunhua Shen. Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning
5829 -- 5852Rémi Prébet, Yajing Yan, Matthias Jauvin, Emmanuel Trouvé. A Data-Adaptive EOF-Based Method for Displacement Signal Retrieval From InSAR Displacement Measurement Time Series for Decorrelating Targets
5853 -- 5867Cecelia Masemola, Moses Azong Cho, Abel Ramoelo. Assessing the Effect of Seasonality on Leaf and Canopy Spectra for the Discrimination of an Alien Tree Species, Acacia Mearnsii, From Co-Occurring Native Species Using Parametric and Nonparametric Classifiers
5868 -- 5882Zhen Xu, Kun-Shan Chen. Effects of the Earth's Curvature and Lunar Revolution on the Imaging Performance of the Moon-Based Synthetic Aperture Radar
5883 -- 5893Nan Ge, Xiao Xiang Zhu. Bistatic-Like Differential SAR Tomography
5894 -- 5913Fabrizio Santi, Federica Pieralice, Debora Pastina. Joint Detection and Localization of Vessels at Sea With a GNSS-Based Multistatic Radar
5914 -- 5922Gang Li 0006, Hongzhu Cai, Chun-Feng Li. Alternating Joint Inversion of Controlled-Source Electromagnetic and Seismic Data Using the Joint Total Variation Constraint
5923 -- 5938Yexian Ren, Jie Yang, Lingli Zhao, Pingxiang Li, Lei Shi 0005. SIRV-Based High-Resolution PolSAR Image Speckle Suppression via Dual-Domain Filtering
5939 -- 5948Gianluca Di Natale, Samuele Del Bianco, Ugo Cortesi, Marco Gai, Giovanni Macelloni, Francesco Montomoli, Luca Rovai, Samantha Melani, Alberto Ortolani, Andrea Antonini, Fabrizio Cuccoli, Luca Facheris, Alberto Toccafondi. Implementation and Validation of a Retrieval Algorithm for Profiling of Water Vapor From Differential Attenuation Measurements at Microwaves
5949 -- 5962Yan Huang 0018, Guisheng Liao, Yijian Xiang, Zhen Zhang 0007, Jie Li, Arye Nehorai. Reweighted Nuclear Norm and Reweighted Frobenius Norm Minimizations for Narrowband RFI Suppression on SAR System
5963 -- 5974Yongjun Zhang 0002, Fei Wen, Zhi Gao, Xiao Ling. A Coarse-to-Fine Framework for Cloud Removal in Remote Sensing Image Sequence
5975 -- 5990Wolfgang Groß, Devis Tuia, Uwe Soergel, Wolfgang Middelmann. Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects
5991 -- 6002Rui Yang, Xin Xu, Zhaozhuo Xu, Hao Dong 0006, Rong Gui, Fangling Pu. Dynamic Fractal Texture Analysis for PolSAR Land Cover Classification
6003 -- 6017Bo Du, Qiuci Wei, Rong Liu. An Improved Quantum-Behaved Particle Swarm Optimization for Endmember Extraction
6018 -- 6036Qianghui Zhang, Junjie Wu, Zhongyu Li, Yuxuan Miao, Yulin Huang, Jianyu Yang. PFA for Bistatic Forward-Looking SAR Mounted on High-Speed Maneuvering Platforms
6037 -- 6054Richard H. Chen, Alireza Tabatabaeenejad, Mahta Moghaddam. Retrieval of Permafrost Active Layer Properties Using Time-Series P-Band Radar Observations
6055 -- 6067Weiying Xie, Xiuping Jia, Yunsong Li, Jie Lei. Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization
6068 -- 6078Ana F. Militino, María Dolores Ugarte, Unai Pérez-Goya, Marc G. Genton. Interpolation of the Mean Anomalies for Cloud Filling in Land Surface Temperature and Normalized Difference Vegetation Index
6079 -- 6103Yulei Wang 0002, Lin Wang, Chunyan Yu, Enyu Zhao, Meiping Song, Chia-Hsien Wen, Chein-I Chang. Constrained-Target Band Selection for Multiple-Target Detection
6104 -- 6118Nizar Bouhlel, Stéphane Méric. Unsupervised Segmentation of Multilook Polarimetric Synthetic Aperture Radar Images
6119 -- 6129Bingqing Liu, Eurico J. D'Sa. Oceanic Internal Waves in the Sulu-Celebes Sea Under Sunglint and Moonglint
6130 -- 6144Changcheng Wang, Peng Shen, Xiaofeng Li 0001, Jianjun Zhu, Zhiwei Li. A Novel Vessel Velocity Estimation Method Using Dual-Platform TerraSAR-X and TanDEM-X Full Polarimetric SAR Data in Pursuit Monostatic Mode
6145 -- 6154Junjie Wu, Yunli Li, Wei Pu, Zhongyu Li, Jianyu Yang. An Effective Autofocus Method for Fast Factorized Back-Projection
6155 -- 6168Guodong Jin, Yunkai Deng, Robert Wang 0001, Wei Wang 0091, Pei Wang, Yajun Long, Zhimin Zhang, Yongwei Zhang. An Advanced Nonlinear Frequency Modulation Waveform for Radar Imaging With Low Sidelobe
6169 -- 6181Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang. Spatial-Spectral Fusion by Combining Deep Learning and Variational Model
6182 -- 6194Gerardo Di Martino, Antonio Iodice, Daniele Riccio. Closed-Form Anisotropic Polarimetric Two-Scale Model for Fast Evaluation of Sea Surface Backscattering
6195 -- 6211Jingyu Yang, Jianhua Guo, Huanjing Yue, Zhiheng Liu, Haofeng Hu, Kun Li 0001. CDnet: CNN-Based Cloud Detection for Remote Sensing Imagery
6212 -- 6225Cheng Hu 0001, Weidong Li 0006, Rui Wang 0018, Teng Long, Changjiang Liu, V. Alistair Drake. Insect Biological Parameter Estimation Based on the Invariant Target Parameters of the Scattering Matrix
6226 -- 6239Dandan Wang 0003, Yunhao Chen. A Geometric Model to Simulate Urban Thermal Anisotropy in Simplified Dense Neighborhoods (GUTA-Dense)
6240 -- 6253Craig Rodarmel, Mark P. Lee, Katherine L. Brodie, Nicholas J. Spore, Brittany Bruder. Rigorous Error Modeling for sUAS Acquired Image-Derived Point Clouds