Liang-pei Zhang
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Computer Science Philosophy
Liang-pei Zhang's Degrees
- PhD Remote Sensing University of Science and Technology of China
- Masters Remote Sensing University of Science and Technology of China
- Bachelors Remote Sensing University of Science and Technology of China
Why Is Liang-pei Zhang Influential?
(Suggest an Edit or Addition)Liang-pei Zhang's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources (2017) (1434)
- Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art (2016) (1404)
- DOTA: A Large-Scale Dataset for Object Detection in Aerial Images (2017) (1184)
- AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification (2016) (1006)
- Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery (2015) (971)
- Hyperspectral Image Restoration Using Low-Rank Matrix Recovery (2014) (604)
- Deep learning in environmental remote sensing: Achievements and challenges (2020) (469)
- Hyperspectral Image Denoising Employing a Spectral–Spatial Adaptive Total Variation Model (2012) (456)
- Saliency-Guided Unsupervised Feature Learning for Scene Classification (2015) (434)
- Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration (2016) (399)
- An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery (2013) (397)
- Deep learning in remote sensing: a review (2017) (386)
- On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification (2012) (386)
- Scene Classification via a Gradient Boosting Random Convolutional Network Framework (2016) (358)
- Image super-resolution: The techniques, applications, and future (2016) (355)
- Stacked Convolutional Denoising Auto-Encoders for Feature Representation (2017) (321)
- Missing Information Reconstruction of Remote Sensing Data: A Technical Review (2015) (305)
- Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network (2017) (303)
- Multiple Feature Learning for Hyperspectral Image Classification (2015) (288)
- A super-resolution reconstruction algorithm for surveillance images (2010) (286)
- Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas (2012) (285)
- A MAP Approach for Joint Motion Estimation, Segmentation, and Super Resolution (2007) (277)
- A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery (2014) (275)
- Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding (2015) (274)
- A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening (2017) (273)
- Estimating Ground‐Level PM2.5 by Fusing Satellite and Station Observations: A Geo‐Intelligent Deep Learning Approach (2017) (270)
- Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral–Spatial Feature Extraction (2013) (268)
- A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection (2016) (254)
- Random-Selection-Based Anomaly Detector for Hyperspectral Imagery (2011) (249)
- Hyperspectral Image Denoising Employing a Spatial–Spectral Deep Residual Convolutional Neural Network (2018) (249)
- A Discriminative Metric Learning Based Anomaly Detection Method (2014) (246)
- Long-term and fine-scale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China (2016) (242)
- Recovering missing pixels for Landsat ETM + SLC-off imagery using multi-temporal regression analysis and a regularization method (2013) (229)
- Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning (2014) (227)
- Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification (2017) (226)
- An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery (2008) (224)
- A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images (2009) (221)
- Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image (2019) (213)
- Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery (2016) (213)
- Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery (2016) (210)
- A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video (2007) (210)
- Spectral–Spatial Unified Networks for Hyperspectral Image Classification (2018) (202)
- Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection (2016) (194)
- Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery (2015) (192)
- A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery (2006) (192)
- An Integrated Framework for the Spatio–Temporal–Spectral Fusion of Remote Sensing Images (2016) (188)
- Slow Feature Analysis for Change Detection in Multispectral Imagery (2014) (185)
- Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation (2015) (184)
- Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery (2007) (182)
- A survey on vision-based UAV navigation (2018) (180)
- An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery (2012) (176)
- A Multidirectional and Multiscale Morphological Index for Automatic Building Extraction from Multispectral GeoEye-1 Imagery (2011) (176)
- Spectral–Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images (2016) (172)
- Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery (2007) (171)
- Hyperspectral image unsupervised classification by robust manifold matrix factorization (2019) (170)
- An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery (2006) (163)
- Sparse Transfer Manifold Embedding for Hyperspectral Target Detection (2014) (160)
- Integrated fusion of multi-scale polar-orbiting and geostationary satellite observations for the mapping of high spatial and temporal resolution land surface temperature (2015) (160)
- Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges (2019) (160)
- Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images (2018) (159)
- Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification (2015) (158)
- Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation (2015) (156)
- Point-surface fusion of station measurements and satellite observations for mapping PM 2.5 distribution in China: Methods and assessment (2016) (156)
- A new sub-pixel mapping algorithm based on a BP neural network with an observation model (2008) (155)
- Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing (2017) (154)
- Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning (2014) (154)
- Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary (2014) (151)
- Regional soil erosion risk mapping using RUSLE, GIS, and remote sensing: a case study in Miyun Watershed, North China (2011) (151)
- A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion (2017) (150)
- A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images (2015) (147)
- Exploring Representativeness and Informativeness for Active Learning (2019) (146)
- Target detection based on a dynamic subspace (2014) (146)
- Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model (2012) (141)
- A Practical Compressed Sensing-Based Pan-Sharpening Method (2012) (141)
- Road centreline extraction from high‐resolution imagery based on multiscale structural features and support vector machines (2009) (140)
- Computational intelligence in optical remote sensing image processing (2018) (140)
- A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas (2014) (139)
- A super-resolution reconstruction algorithm for hyperspectral images (2012) (138)
- Cloud removal for remotely sensed images by similar pixel replacement guided with a spatio-temporal MRF model (2014) (136)
- Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest (2019) (135)
- An Efficient and Robust Integrated Geospatial Object Detection Framework for High Spatial Resolution Remote Sensing Imagery (2017) (130)
- Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial–Spectral Total Variation (2018) (129)
- An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing (2013) (129)
- Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing (2017) (129)
- Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery (2016) (128)
- Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification (2015) (128)
- Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification (2015) (128)
- The Relationships between PM2.5 and Meteorological Factors in China: Seasonal and Regional Variations (2017) (127)
- Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images (2012) (126)
- Hyperspectral image classification via a random patches network (2018) (125)
- Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images (2014) (120)
- Mini-UAV-Borne Hyperspectral Remote Sensing: From Observation and Processing to Applications (2018) (120)
- Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images (2016) (119)
- Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index (2014) (115)
- Remote Sensing Image Subpixel Mapping Based on Adaptive Differential Evolution (2012) (115)
- A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection (2021) (115)
- An effective thin cloud removal procedure for visible remote sensing images (2014) (115)
- A Subspace-Based Change Detection Method for Hyperspectral Images (2013) (112)
- A comparative study of spatial approaches for urban mapping using hyperspectral ROSIS images over Pavia City, northern Italy (2009) (110)
- Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery (2009) (109)
- Compression of hyperspectral remote sensing images by tensor approach (2015) (108)
- Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning (2017) (107)
- Inpainting for Remotely Sensed Images With a Multichannel Nonlocal Total Variation Model (2014) (106)
- Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery (2014) (104)
- Large patch convolutional neural networks for the scene classification of high spatial resolution imagery (2016) (100)
- Joint Collaborative Representation With Multitask Learning for Hyperspectral Image Classification (2014) (98)
- Hyperspectral image noise reduction based on rank-1 tensor decomposition (2013) (97)
- Multi-class geospatial object detection based on a position-sensitive balancing framework for high spatial resolution remote sensing imagery (2018) (97)
- SatCNN: satellite image dataset classification using agile convolutional neural networks (2017) (97)
- Target Detection Based on Random Forest Metric Learning (2015) (96)
- Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery (2016) (96)
- Classification of High Spatial Resolution Imagery Using Improved Gaussian Markov Random-Field-Based Texture Features (2007) (95)
- Estimating Regional Ground‐Level PM2.5 Directly From Satellite Top‐Of‐Atmosphere Reflectance Using Deep Belief Networks (2017) (93)
- A Robust Nonlinear Hyperspectral Anomaly Detection Approach (2014) (93)
- Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning (2014) (92)
- High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields (2016) (91)
- A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification (2017) (91)
- Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images (2009) (91)
- A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation (2014) (88)
- A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery (2014) (87)
- High-quality seamless DEM generation blending SRTM-1, ASTER GDEM v2 and ICESat/GLAS observations (2017) (87)
- Hybrid Detectors Based on Selective Endmembers (2010) (86)
- Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing (2016) (86)
- Kernel Slow Feature Analysis for Scene Change Detection (2017) (85)
- Automatic Fuzzy Clustering Based on Adaptive Multi-Objective Differential Evolution for Remote Sensing Imagery (2013) (84)
- Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation (2017) (83)
- Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing (2021) (83)
- Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection (2017) (81)
- Hybrid Noise Removal in Hyperspectral Imagery With a Spatial–Spectral Gradient Network (2018) (81)
- Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery (2015) (80)
- New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study (2014) (80)
- The relationships between PM2.5 and aerosol optical depth (AOD) in mainland China: About and behind the spatio-temporal variations. (2019) (80)
- Information fusion of aerial images and LIDAR data in urban areas: vector-stacking, re-classification and post-processing approaches (2011) (79)
- Learning Attraction Field Representation for Robust Line Segment Detection (2018) (79)
- Adaptive Subpixel Mapping Based on a Multiagent System for Remote-Sensing Imagery (2014) (78)
- Deep Learning for Remote Sensing Image Understanding (2016) (77)
- The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification (2016) (77)
- Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery (2013) (76)
- A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation (2016) (76)
- Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion (2017) (76)
- Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification (2020) (76)
- Noise Removal From Hyperspectral Image With Joint Spectral–Spatial Distributed Sparse Representation (2016) (75)
- Image Stitching by Line-guided Local Warping with Global Similarity Constraint (2017) (74)
- Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition (2020) (74)
- Mini-Unmanned Aerial Vehicle-Based Remote Sensing: Techniques, applications, and prospects (2018) (74)
- Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery (2015) (74)
- A spectral-spatial based local summation anomaly detection method for hyperspectral images (2016) (74)
- An Adaptive Subpixel Mapping Method Based on MAP Model and Class Determination Strategy for Hyperspectral Remote Sensing Imagery (2015) (73)
- A Support Vector Conditional Random Fields Classifier With a Mahalanobis Distance Boundary Constraint for High Spatial Resolution Remote Sensing Imagery (2014) (73)
- A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method (2016) (72)
- An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion (2014) (71)
- Thick cloud and cloud shadow removal in multitemporal imagery using progressively spatio-temporal patch group deep learning (2020) (71)
- An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery (2014) (71)
- A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery (2017) (70)
- Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework (2017) (70)
- Unsupervised transfer learning for target detection from hyperspectral images (2013) (70)
- Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve (2010) (70)
- Sparse-based reconstruction of missing information in remote sensing images from spectral/temporal complementary information (2015) (69)
- Supervised Graph Embedding for Polarimetric SAR Image Classification (2013) (69)
- A Multifeature Tensor for Remote-Sensing Target Recognition (2011) (69)
- A robust mosaicking procedure for high spatial resolution remote sensing images (2015) (69)
- Cloud/shadow detection based on spectral indices for multi/hyperspectral optical remote sensing imagery (2018) (68)
- Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection (2019) (68)
- Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images (2013) (68)
- A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification (2017) (67)
- Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences (2014) (67)
- Evaluation and comparison of MODIS Collection 6.1 aerosol optical depth against AERONET over regions in China with multifarious underlying surfaces (2018) (66)
- Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering (2013) (66)
- Hyperspectral Image Denoising Using a 3-D Attention Denoising Network (2021) (66)
- Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images (2016) (65)
- Remote Sensing Image Mosaicking: Achievements and Challenges (2019) (65)
- Detail-Preserving Smoothing Classifier Based on Conditional Random Fields for High Spatial Resolution Remote Sensing Imagery (2015) (65)
- Single image haze removal considering sensor blur and noise (2013) (64)
- Study of the spectral mixture model of soil and vegetation in PoYang Lake area, China (1998) (64)
- SceneNet: Remote sensing scene classification deep learning network using multi-objective neural evolution architecture search (2021) (64)
- A Kernel-Based Target-Constrained Interference-Minimized Filter for Hyperspectral Sub-Pixel Target Detection (2013) (64)
- Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification (2017) (63)
- Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial–Spectral Group Sparsity (2016) (63)
- Blind spectral unmixing based on sparse component analysis for hyperspectral remote sensing imagery (2016) (62)
- Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote Sensing Imagery (2015) (62)
- Sub-pixel mapping based on artificial immune systems for remote sensing imagery (2013) (62)
- A locally adaptive L1-L2 norm for multi-frame super-resolution of images with mixed noise and outliers (2014) (61)
- Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties (2016) (61)
- Deep learning-based air temperature mapping by fusing remote sensing, station, simulation and socioeconomic data (2020) (61)
- A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery (2017) (60)
- Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification (2015) (60)
- A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification (2016) (59)
- Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification (2013) (59)
- Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery (2013) (59)
- An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas (2007) (59)
- Reconstructing MODIS LST Based on Multitemporal Classification and Robust Regression (2015) (59)
- Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification (2014) (58)
- A Supervised Artificial Immune Classifier for Remote-Sensing Imagery (2007) (57)
- Recovering Reflectance of AQUA MODIS Band 6 Based on Within-Class Local Fitting (2011) (57)
- A scene change detection framework for multi-temporal very high resolution remote sensing images (2016) (57)
- Spectral-spatial classification of hyperspectral imagery with cooperative game (2018) (57)
- A new vegetation index based on the universal pattern decomposition method (2007) (56)
- Unsupervised remote sensing image classification using an artificial immune network (2011) (56)
- Adaptive Deep Sparse Semantic Modeling Framework for High Spatial Resolution Image Scene Classification (2018) (56)
- Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers (2014) (55)
- Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis (2014) (54)
- Column-generation kernel nonlocal joint collaborative representation for hyperspectral image classification (2014) (54)
- A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images (2012) (54)
- A Discriminative Manifold Learning Based Dimension Reduction Method for Hyperspectral Classification (2012) (54)
- Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm (2015) (53)
- Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder (2021) (53)
- A long-term and comprehensive assessment of the urbanization-induced impacts on vegetation net primary productivity. (2019) (53)
- Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution (2016) (53)
- Deep building footprint update network: A semi-supervised method for updating existing building footprint from bi-temporal remote sensing images (2021) (52)
- Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation (2019) (52)
- Seasonal inundation monitoring and vegetation pattern mapping of the Erguna floodplain by means of a RADARSAT-2 fully polarimetric time series (2014) (52)
- A Hybrid Automatic Endmember Extraction Algorithm Based on a Local Window (2011) (51)
- Building damage assessment for rapid disaster response with a deep object-based semantic change detection framework: From natural disasters to man-made disasters (2021) (49)
- A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery (2021) (49)
- A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data (2015) (49)
- Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery (2010) (49)
- An Error-Bound-Regularized Sparse Coding for Spatiotemporal Reflectance Fusion (2015) (47)
- An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images (2014) (47)
- The recent developments in cloud removal approaches of MODIS snow cover product (2019) (47)
- An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information (2015) (46)
- Hyperspectral Image Denoising With a Spatial–Spectral View Fusion Strategy (2014) (46)
- Damage assessment in urban areas using post-earthquake airborne PolSAR imagery (2013) (46)
- A Deep-Local-Global Feature Fusion Framework for High Spatial Resolution Imagery Scene Classification (2018) (46)
- An Adaptive Differential Evolution Endmember Extraction Algorithm for Hyperspectral Remote Sensing Imagery (2014) (45)
- Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi'an County, Heilongjiang province, China (2020) (45)
- Multiagent Object-Based Classifier for High Spatial Resolution Imagery (2014) (45)
- Geographically and temporally weighted neural networks for satellite-based mapping of ground-level PM2.5 (2018) (45)
- Scene Classification Based on the Sparse Homogeneous–Heterogeneous Topic Feature Model (2018) (45)
- Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas (2015) (44)
- Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform (2014) (44)
- BASO: A Background-Anomaly Component Projection and Separation Optimized Filter for Anomaly Detection in Hyperspectral Images (2018) (44)
- Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images (2016) (44)
- Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery (2013) (44)
- Artificial Intelligence for Remote Sensing Data Analysis: A review of challenges and opportunities (2022) (44)
- Spatial–Spectral Fusion by Combining Deep Learning and Variational Model (2018) (44)
- Indexing of Remote Sensing Images With Different Resolutions by Multiple Features (2013) (44)
- Holistically-Attracted Wireframe Parsing (2020) (44)
- On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID (2021) (43)
- Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification (2021) (43)
- Scene classification via latent Dirichlet allocation using a hybrid generative/discriminative strategy for high spatial resolution remote sensing imagery (2013) (43)
- Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images (2018) (43)
- Hyperspectral image recovery employing a multidimensional nonlocal total variation model (2015) (43)
- Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery (2018) (43)
- Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements in the continental U.S (2020) (43)
- A robust spectral-spatial approach to identifying heterogeneous crops using remote sensing imagery with high spectral and spatial resolutions (2020) (43)
- Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge (2015) (42)
- Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression (2014) (42)
- Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery (2017) (42)
- Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective (2014) (41)
- Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images (2019) (41)
- An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing (2015) (41)
- Monitoring snow cover variability (2000–2014) in the Hengduan Mountains based on cloud-removed MODIS products with an adaptive spatio-temporal weighted method (2017) (41)
- Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery (2014) (41)
- Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data (2012) (41)
- Decision-Based Fusion for Pansharpening of Remote Sensing Images (2013) (41)
- Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery (2019) (41)
- Local Variance-Controlled Forward-and-Backward Diffusion for Image Enhancement and Noise Reduction (2007) (40)
- Sharing geospatial provenance in a service-oriented environment (2011) (40)
- Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification (2017) (40)
- Geospatial sensor web: A cyber-physical infrastructure for geoscience research and application (2018) (40)
- SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals (2016) (40)
- Large-scale MODIS AOD products recovery: Spatial-temporal hybrid fusion considering aerosol variation mitigation (2019) (39)
- Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model (2015) (38)
- Optimal Decision Fusion for Urban Land-Use/Land-Cover Classification Based on Adaptive Differential Evolution Using Hyperspectral and LiDAR Data (2017) (38)
- Generalized Differential Morphological Profiles for Remote Sensing Image Classification (2016) (38)
- Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping (2010) (38)
- Sub-Pixel Mapping Based on Conditional Random Fields for Hyperspectral Remote Sensing Imagery (2015) (37)
- Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering (2015) (37)
- Multiframe image super-resolution adapted with local spatial information. (2011) (37)
- Sensor‐independent analysis method for hyperspectral data based on the pattern decomposition method (2006) (37)
- Change Detection Based on Pulse-Coupled Neural Networks and the NMI Feature for High Spatial Resolution Remote Sensing Imagery (2015) (37)
- Characterizing Lodging Damage in Wheat and Canola Using Radarsat-2 Polarimetric SAR Data (2017) (37)
- Scene classification based on a hierarchical convolutional sparse auto-encoder for high spatial resolution imagery (2017) (36)
- Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods (2019) (36)
- Scene Classification Based on the Fully Sparse Semantic Topic Model (2017) (36)
- A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images (2014) (36)
- A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection (2015) (36)
- A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification (2016) (35)
- Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion (2021) (35)
- DEM generation from contours and a low-resolution DEM (2017) (35)
- Object-oriented change detection based on the Kolmogorov–Smirnov test using high-resolution multispectral imagery (2011) (35)
- Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images (2019) (34)
- Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions (2021) (34)
- Anisotropic-Scale Junction Detection and Matching for Indoor Images (2017) (33)
- Current issues in high-resolution earth observation technology (2012) (33)
- Rural Building Detection in High-Resolution Imagery Based on a Two-Stage CNN Model (2017) (32)
- Spatial-Spectral Information Based Abundance-Constrained Endmember Extraction Methods (2014) (32)
- Fusion of multi-scale DEMs using a regularized super-resolution method (2015) (32)
- Pansharpening with a Guided Filter Based on Three-Layer Decomposition (2016) (32)
- Hyperspectral anomalous change detection based on joint sparse representation (2018) (32)
- Hyperspectral Target Detection via Adaptive Information - Theoretic Metric Learning with Local Constraints (2018) (31)
- Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification (2019) (31)
- A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model (2016) (30)
- A modified stochastic neighbor embedding for multi-feature dimension reduction of remote sensing images (2013) (30)
- Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection (2021) (30)
- Advances in spaceborne hyperspectral remote sensing in China (2021) (30)
- Scene classification based on multifeature probabilistic latent semantic analysis for high spatial resolution remote sensing images (2015) (30)
- A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images (2016) (30)
- Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation (2017) (30)
- Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images (2021) (30)
- Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery (2016) (29)
- The potential of linear discriminative Laplacian eigenmaps dimensionality reduction in polarimetric SAR classification for agricultural areas (2013) (29)
- Visual object tracking by correlation filters and online learning (2017) (29)
- A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction (2017) (29)
- A Blind Restoration Method for Remote Sensing Images (2012) (29)
- Adaptive non-local Euclidean medians sparse unmixing for hyperspectral imagery (2014) (29)
- Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF (2016) (29)
- Hyperspectral anomaly change detection with slow feature analysis (2015) (29)
- Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (2021) (29)
- Assessment of spatial distribution of soil loss over the upper basin of Miyun reservoir in China based on RS and GIS techniques (2011) (29)
- Foreword to the special issue on hyperspectral remote sensing: Theory, methods, and applications (2013) (28)
- A hypothesis independent subpixel target detector for hyperspectral Images (2015) (28)
- A Variational Gradient-based Fusion Method for Visible and SWIR Imagery (2012) (28)
- A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification (2021) (28)
- Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery (2018) (28)
- Feature Selection via Cramer's V-Test Discretization for Remote-Sensing Image Classification (2014) (28)
- Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images (2022) (27)
- ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection (2022) (27)
- REMOTE SENSING IMAGE-BASED ANALYSIS OF THE RELATIONSHIP BETWEEN URBAN HEAT ISLAND AND VEGETATION FRACTION (2008) (27)
- Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019 (2021) (27)
- Urban Change Analysis with Multi-Sensor Multispectral Imagery (2017) (27)
- Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection (2018) (27)
- A piece-wise approach to removing the nonlinear and irregular stripes in MODIS data (2014) (27)
- Satellite-ground integrated destriping network: A new perspective for EO-1 Hyperion and Chinese hyperspectral satellite datasets (2020) (27)
- GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification (2017) (27)
- Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene (2017) (27)
- Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction (2019) (27)
- The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification (2015) (27)
- Recent advances in hyperspectral image processing (2012) (27)
- A sub-pixel mapping method based on an attraction model for multiple shifted remotely sensed images (2014) (26)
- A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery (2015) (26)
- Maximum margin metric learning based target detection for hyperspectral images (2015) (26)
- A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization (2017) (26)
- A multilevel decision fusion approach for urban mapping using very high-resolution multi/hyperspectral imagery (2012) (25)
- A Poisson nonnegative matrix factorization method with parameter subspace clustering constraint for endmember extraction in hyperspectral imagery (2017) (25)
- Hyperspectral Image Clustering: Current achievements and future lines (2021) (25)
- A Spatial Gaussian Mixture Model for Optical Remote Sensing Image Clustering (2016) (25)
- Adaptive MAP sub-pixel mapping model based on regularization curve for multiple shifted hyperspectral imagery (2014) (25)
- Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing (2018) (24)
- Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S (2018) (24)
- Estimating daily full-coverage near surface O3, CO, and NO2 concentrations at a high spatial resolution over China based on S5P-TROPOMI and GEOS-FP (2021) (24)
- Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution (2020) (24)
- A sparse and discriminative tensor to vector projection for human gait feature representation (2015) (24)
- Characteristics Analysis and Classification of Crop Harvest Patterns by Exploiting High-Frequency MultiPolarization SAR Data (2014) (24)
- Robust Autodual Morphological Profiles for the Classification of High-Resolution Satellite Images (2014) (24)
- Estimate hourly PM2.5 concentrations from Himawari-8 TOA reflectance directly using geo-intelligent long short-term memory network. (2020) (23)
- ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images (2021) (23)
- Multiscale and Multifeature Normalized Cut Segmentation for High Spatial Resolution Remote Sensing Imagery (2016) (23)
- Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery (2016) (23)
- Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images (2017) (23)
- An Unsupervised Spectral Matching Classifier Based on Artificial DNA Computing for Hyperspectral Remote Sensing Imagery (2014) (23)
- Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations (2019) (22)
- A multiscale urban complexity index based on 3D wavelet transform for spectral–spatial feature extraction and classification: an evaluation on the 8-channel WorldView-2 imagery (2012) (22)
- Regularization Framework for Target Detection in Hyperspectral Imagery (2014) (22)
- Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery (2016) (22)
- Hyperspectral Image Denoising with a Combined Spatial and Spectral Weighted Hyperspectral Total Variation Model (2016) (22)
- Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery (2016) (22)
- Multiobjective Optimization for Hazardous Materials Transportation (2005) (22)
- Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory (2016) (21)
- A Principal Component Based Haze Masking Method for Visible Images (2014) (21)
- Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer (2022) (21)
- Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images (2019) (21)
- Texture Analysis with Shape Co-occurrence Patterns (2014) (21)
- An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery (2015) (21)
- Fully Contextual Network for Hyperspectral Scene Parsing (2021) (21)
- Shape prior constrained PSO model for bladder wall MRI segmentation (2017) (21)
- Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives (2018) (21)
- Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery (2016) (21)
- A coarse-to-fine boundary refinement network for building footprint extraction from remote sensing imagery (2022) (21)
- Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information (2017) (20)
- A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery (2014) (20)
- Multispectral remote sensing image classification based on simulated annealing clonal selection algorithm (2005) (20)
- An Automatic Robust Iteratively Reweighted Unstructured Detector for Hyperspectral Imagery (2014) (20)
- Assessment of the universal pattern decomposition method using MODIS and ETM+ data (2007) (20)
- Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery (2016) (19)
- Image stitching with perspective-preserving warping (2016) (19)
- A benchmark for scene classification of high spatial resolution remote sensing imagery (2015) (19)
- A New Fuzzy Clustering Algorithm Based on Clonal Selection for Land Cover Classification (2011) (19)
- GAMSNet: Globally aware road detection network with multi-scale residual learning (2021) (19)
- A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples (2015) (19)
- Pipeline leakage detection for district heating systems using multisource data in mid- and high-latitude regions (2019) (19)
- Estimating snow depth by combining satellite data and ground-based observations over Alaska: A deep learning approach (2020) (19)
- A general variational framework considering cast shadows for the topographic correction of remote sensing imagery (2016) (19)
- Classification of Very High Spatial Resolution Imagery Based on the Fusion of Edge and Multispectral Information (2008) (19)
- An Improved Multiobjective Discrete Particle Swarm Optimization for Hyperspectral Endmember Extraction (2019) (19)
- Mapping PM2.5 concentration at a sub-km level resolution: A dual-scale retrieval approach (2020) (19)
- Delving into deep representations for remote sensing image retrieval (2016) (19)
- A MAP algorithm to super-resolution image reconstruction (2004) (19)
- Deep multisensor learning for missing-modality all-weather mapping (2021) (19)
- Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping (2022) (19)
- Evaluation of Multiple Downscaled Microwave Soil Moisture Products over the Central Tibetan Plateau (2017) (18)
- AID++: An Updated Version of AID on Scene Classification (2018) (18)
- Hyperspectral Anomaly Change Detection Based on Autoencoder (2020) (18)
- Spectral–Spatial–Temporal MAP-Based Sub-Pixel Mapping for Land-Cover Change Detection (2020) (18)
- A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data (2017) (18)
- Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery (2016) (18)
- Fusion of photogrammetric and photoclinometric information for high-resolution DEMs from Mars in-orbit imagery (2017) (18)
- PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images (2021) (18)
- Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment (2017) (18)
- Learning Regional Attraction for Line Segment Detection (2019) (18)
- Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis (2016) (18)
- A robust background regression based score estimation algorithm for hyperspectral anomaly detection (2016) (18)
- Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery (2014) (18)
- A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery (2015) (18)
- A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery (2018) (18)
- Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect (2017) (17)
- Topographic effects on estimating net primary productivity of green coniferous forest in complex terrain using Landsat data: a case study of Yoshino Mountain, Japan (2010) (17)
- Spatiotemporal estimation of hourly 2-km ground-level ozone over China based on Himawari-8 using a self-adaptive geospatially local model (2022) (17)
- A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error (2019) (17)
- DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation (2020) (17)
- MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling (2021) (17)
- Enhanced Multiscale Feature Fusion Network for HSI Classification (2021) (17)
- Hybrid generative/discriminative scene classification strategy based on latent dirichlet allocation for high spatial resolution remote sensing imagery (2013) (17)
- IBRS: An Iterative Background Reconstruction and Suppression Framework for Hyperspectral Target Detection (2017) (17)
- Super-resolution land-cover mapping based on the selective endmember spectral mixture model in hyperspectral imagery (2011) (16)
- Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization (2014) (16)
- Locally warping-based image stitching by imposing line constraints (2016) (16)
- Atmospheric transport of persistent semi-volatile organic chemicals to the Arctic and cold condensation in the mid-troposphere – Part 2: 3-D modeling of episodic atmospheric transport (2009) (16)
- APPLICATIONS OF ARTIFICIAL IMMUNE SYSETMS IN REMOTE SENSING IMAGE CLASSIFICATION (2004) (16)
- Reweighted mass center based object-oriented sparse subspace clustering for hyperspectral images (2016) (16)
- An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China (2021) (16)
- A novel building change index for automatic building change detection from high-resolution remote sensing imagery (2014) (15)
- A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors (2015) (15)
- National-scale greenhouse mapping for high spatial resolution remote sensing imagery using a dense object dual-task deep learning framework: A case study of China (2021) (15)
- Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects (2022) (15)
- Multi-Task Learning for Blind Source Separation (2018) (15)
- Region-based adaptive anisotropic diffusion for image enhancement and denoising (2010) (15)
- Unsupervised feature coding on local patch manifold for satellite image scene classification (2014) (15)
- Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination (2016) (14)
- Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of Yunnan, China (2018) (14)
- Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling (2016) (14)
- Texture Feature Fusion with Neighborhood Oscillating Tabu Search for High Resolution Image Classification (2008) (13)
- On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification (2019) (13)
- Impact of fractional vegetation cover change on soil erosion in Miyun reservoir basin, China (2014) (13)
- Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images (2022) (13)
- Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties (2019) (13)
- Normalization of medium-resolution NDVI by the use of coarser reference data: method and evaluation (2014) (13)
- Can We Generate Good Samples for Hyperspectral Classification? — A Generative Adversarial Network Based Method (2018) (13)
- A perception-inspired building index for automatic built-up area detection in high-resolution satellite images (2013) (13)
- Sub-pixel Mapping of Remote Sensing Image Based on MAP model (2007) (13)
- LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising (2021) (13)
- Saliency-based endmember detection for hyperspectral imagery (2017) (13)
- Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery (2020) (13)
- Multiobjective Subpixel Land-Cover Mapping (2018) (13)
- Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method (2015) (12)
- Full-coverage spatiotemporal mapping of ambient PM2.5 and PM10 over China from Sentinel-5P and assimilated datasets: Considering the precursors and chemical compositions. (2021) (12)
- Multidomain Subspace Classification for Hyperspectral Images (2016) (12)
- A Spatial–Spectral Adaptive Haze Removal Method for Visible Remote Sensing Images (2020) (12)
- Abundance estimation from hyperspectral image based on probabilistic outputs of multi-class support vector machines (2005) (12)
- MINI-UAV borne hyperspectral remote sensing: A review (2017) (12)
- ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images (2019) (12)
- A unified framework for spatio-temporal-spectral fusion of remote sensing images (2015) (12)
- Unsupervised remote sensing image classification using an artificial DNA computing (2011) (12)
- The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery (2015) (11)
- SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions (2021) (11)
- Texture feature fusion for high resolution satellite image classification (2005) (11)
- High-Resolution Remote Sensing Image Scene Understanding: A Review (2019) (11)
- A sub-pixel mapping algorithm based on artificial immune systems for remote sensing imagery (2009) (11)
- Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area (2021) (11)
- Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road (2019) (11)
- Missing Information Reconstruction for Single Remote Sensing Images Using Structure-Preserving Global Optimization (2017) (11)
- The Effects of Fireworks Discharge on Atmospheric PM2.5 Concentration in the Chinese Lunar New Year (2020) (11)
- Investigating multiple aerosol optical depth products from MODIS and VIIRS over Asia: Evaluation, comparison, and merging (2020) (11)
- Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification (2021) (11)
- A Background Self-Learning Framework for Unstructured Target Detectors (2013) (11)
- Efficacy of Possible Strategies to Mitigate the Urban Heat Island Based on Urbanized High-Resolution Land Data Assimilation System (u-HRLDAS) (2019) (10)
- A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning (2018) (10)
- Multiobjective Optimized Endmember Extraction for Hyperspectral Image (2017) (10)
- Multi-feature probability topic scene classifier for high spatial resolution remote sensing imagery (2014) (10)
- Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery (2018) (10)
- Spectral-Spatial Clustering with a Local Weight Parameter Determination Method for Remote Sensing Imagery (2016) (10)
- LAM3L: Locally adaptive maximum margin metric learning for visual data classification (2017) (10)
- Multiple timescale analysis of the urban heat island effect based on the Community Land Model: a case study of the city of Xi’an, China (2017) (10)
- Global air quality change during COVID-19: a synthetic analysis of satellite, reanalysis and ground station data (2021) (10)
- Blind Hyperspectral Unmixing Considering the Adjacency Effect (2019) (10)
- Percentage of Vegetation Cover Change Monitoring in Wuhan Region Based on Remote Sensing (2011) (10)
- Accuracy assessment of SRTM V4.1 and ASTER GDEM V2 in high-altitude mountainous areas: A case study in Yulong Snow Mountain, China (2015) (10)
- Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models (2018) (9)
- Squaring weighted low-rank subspace clustering for hyperspectral image band selection (2016) (9)
- Deep sparse representations for land-use scene classification in remote sensing images (2016) (9)
- Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model (2016) (9)
- Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data (2018) (9)
- Urban Classification by the Fusion of Thermal Infrared Hyperspectral and Visible Data (2015) (9)
- SPATIAL-SPECTRAL CLASSIFICATION BASED ON THE UNSUPERVISED CONVOLUTIONAL SPARSE AUTO-ENCODER FOR HYPERSPECTRAL REMOTE SENSING IMAGERY (2016) (9)
- Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery (2022) (9)
- Permutation Preference Based Alternate Sampling and Clustering for Motion Segmentation (2018) (9)
- Nonnegative discriminative manifold learning for hyperspectral data dimension reduction (2013) (9)
- Framelet-based sparse regularization for uneven intensity correction of remote sensing images in a retinex variational framework (2016) (9)
- Spatiotemporal Subpixel Geographical Evolution Mapping (2019) (9)
- Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³ Benchmark Dataset (2021) (9)
- An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery (2013) (9)
- A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising (2014) (9)
- Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model (2015) (9)
- Regional-scale winter wheat phenology monitoring using multisensor spatio-temporal fusion in a South Central China growing area (2016) (9)
- An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images (2020) (9)
- Unsupervised hierarchical convolutional sparse auto-encoder for high spatial resolution imagery scene classification (2015) (9)
- Web-based Geological Hazard Monitoring in the Three Gorges Area of China (2007) (8)
- Characterization of the coherent scattering induced by ridging patterns in agriculture by the use of polarimetric SAR imagery (2017) (8)
- Real-time tracking based on weighted compressive tracking and a cognitive memory model (2017) (8)
- A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion (2021) (8)
- An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery (2016) (8)
- Targeted change detection for stacked multi-temporal hyperspectral image (2012) (8)
- S3ANet: Spectral-spatial-scale attention network for end-to-end precise crop classification based on UAV-borne H2 imagery (2022) (8)
- A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration (2019) (8)
- Remote sensing image super-resolution via regional spatially adaptive total variation model (2014) (8)
- Stationary dynamic texture synthesis using convolutional neural networks (2016) (8)
- A NOVEL REMOVAL METHOD FOR DENSE STRIPES IN REMOTE SENSING IMAGES (2016) (8)
- GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation (2013) (8)
- Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection (2022) (7)
- Real-time and Seamless Monitoring of Ground-level PM2.5 Using Satellite Remote Sensing (2018) (7)
- Improving the quality of extracted endmembers (2009) (7)
- Monitoring Three-Decade Expansion of China's Major Cities Based on Satellite Remote Sensing Images (2020) (7)
- A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅ (2021) (7)
- Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection (2021) (7)
- Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network (2017) (7)
- Spatially continuous mapping of daily global ozone distribution (2004–2014) with the Aura OMI sensor (2016) (7)
- Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable (2020) (7)
- A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery (2022) (7)
- Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images (2021) (7)
- Nonlinear Estimation of Hyperspectral Mixture Pixel Proportion Based on Kernel Orthogonal Subspace Projection (2006) (7)
- Nonlinear multispectral anisotropic diffusion filters for remote sensed images based on MDL and morphology (2005) (7)
- An advanced change detection method based on object-oriented classification of multi-band remote sensing image (2010) (7)
- A fast clonal selection algorithm for feature selection in hyperspectral imagery (2009) (7)
- Adaptive endmember extraction based sparse nonnegative matrix factorization with spatial local information (2015) (7)
- Impact of impervious surface on urban heat island in Wuhan, China (2008) (7)
- Texture Characterization Using Shape Co-Occurrence Patterns (2017) (7)
- Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data (2018) (7)
- Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring (2021) (7)
- A GLOBAL OPTIMAL REGISTRATION METHOD FOR SATELLITE REMOTE SENSING IMAGES (2002) (6)
- Unsupervised classification strategy utilizing an endmember extraction technique for airborne hyperspectral remotely sensed imagery (2014) (6)
- Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo (2019) (6)
- Semantic Change Detection with Asymmetric Siamese Networks (2020) (6)
- Polarimetric Channel Misregistration Evaluation for the GaoFen-3 QPSI Mode (2019) (6)
- Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification (2021) (6)
- Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data (2018) (6)
- Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis (2018) (6)
- Saliency-Based Endmember Detection for Hyperspectral Imagery (2018) (6)
- HYPERSPECTRAL IMAGE KERNEL SPARSE SUBSPACE CLUSTERING WITH SPATIAL MAX POOLING OPERATION (2016) (6)
- The relationships between PM2.5 and AOD in China: About and behind spatiotemporal variations (2018) (6)
- Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion (2021) (6)
- Spatiotemporal estimation of 6-hour high-resolution precipitation across China based on Himawari-8 using a stacking ensemble machine learning model (2022) (6)
- ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18) (2018) (6)
- A structural similarity-based label-smoothing algorithm for the post-processing of land-cover classification (2016) (6)
- Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery (2022) (6)
- Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery (2021) (6)
- Hyperspectral Anomaly Detection Based on Machine Learning: An Overview (2022) (6)
- Relationships analysis of land surface temperature with vegetation indicators and impervious surface fraction by fusing multi-temporal and multi-sensor remotely sensed data (2015) (6)
- Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery (2017) (6)
- Oblique Stripe Removal in Remote Sensing Images via Oriented Variation (2018) (5)
- Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models (2022) (5)
- Denoising auto-encoders toward robust unsupervised feature representation (2016) (5)
- GSEAD: Graphical Scoring Estimation for Hyperspectral Anomaly Detection (2017) (5)
- High-resolution hyper-spectral image classification with parts-based feature and morphology profile in urban area (2010) (5)
- A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images (2012) (5)
- Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China (2018) (5)
- A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data (2017) (5)
- Retrieving vegetation cover by using BP neural network based on Beijing-1 microsatellite data (2008) (5)
- A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification (2017) (5)
- A novel solution for remote sensing of air quality: From satellite reflectance to ground PM2.5 (2017) (5)
- Robust Self-Ensembling Network for Hyperspectral Image Classification (2021) (5)
- Classification of high-spatial resolution imagery based on distance-weighted Markov random field with an improved iterated conditional mode method (2011) (5)
- Background joint sparse representation for hyperspectral image subpixel anomaly detection (2014) (5)
- Fusion of multispectral and SAR images using sparse representation (2016) (5)
- PolSAR anisotropic diffusion filter with a refined similarity measure and an adaptive fidelity constraint (2016) (5)
- Polarimetric calibration for the distributed Gaofen-3 product by an improved unitary zero helix framework (2020) (5)
- A sparse self-representation method for band selection in hyperspectral imagery classification (2015) (5)
- Multiobjective Sine Cosine Algorithm for Remote Sensing Image Spatial-Spectral Clustering (2021) (5)
- Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery (2019) (4)
- Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods (2012) (4)
- Cloud amount and aerosol characteristic research in the atmosphere over Hubei province, China (2009) (4)
- An Improved Single-Channel Polar Region Ice Surface Temperature Retrieval Algorithm Using Landsat-8 Data (2019) (4)
- A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising (2011) (4)
- Comparison of spectral-spatial classification for urban hyperspectral imagery with high resolution (2009) (4)
- Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery (2013) (4)
- Validation approaches for satellite-based PM2.5 estimation: Assessment and a new approach (2018) (4)
- Sparse tensor discriminative locality alignment for gait recognition (2016) (4)
- An Adaptive Non-local Means Filter Based on Region Homogeneity (2013) (4)
- Spaceborne Earth-Observing Optical Sensor Static Capability Index for Clustering (2015) (4)
- Land Cover Change Detection Based on Spatial-Temporal Sub-Pixel Evolution Mapping: A Case Study for Urban Expansion (2018) (4)
- Slow feature analysis for hyperspectral change detection (2014) (4)
- Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency (2018) (4)
- On Gleaning Knowledge from Multiple Domains for Active Learning (2017) (4)
- Learning the Synthesizability of Dynamic Texture Samples (2018) (4)
- Superpixel Based Dimension Reduction for Hyperspectral Imagery (2018) (4)
- Sub-pixel Mapping with Multiple Shifted Remotely Sensed Images Based on Attraction Model (2011) (4)
- Spectral active clustering of remote sensing images (2014) (4)
- Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images (2021) (4)
- Recurrence in β-expansion over formal Laurent series (2012) (4)
- The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data (2016) (4)
- Self-Ensembling GAN for Cross-Domain Semantic Segmentation (2021) (4)
- Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion (2022) (4)
- Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening (2017) (4)
- Thermal anomaly detection based on saliency computation for district heating system (2016) (4)
- A METHOD OF IMAGE RESOLUTION ENHANCEMENT BASED ON THE MATCHING TECHNIQUE (2004) (4)
- A joint spectral unmixing and subpixel mapping framework based on multiobjective optimization (2021) (4)
- Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations (2021) (4)
- Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery (2016) (4)
- Special Section Guest Editorial: Management and Analytics of Remotely Sensed Big Data (2015) (3)
- Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey (2017) (3)
- A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing (2020) (3)
- A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification (2021) (3)
- Sub-pixel mapping algorithm based on adaptive differential evolution for remote sensing imagery (2011) (3)
- Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery (2016) (3)
- Multiobjective endmember extraction for hyperspectral image (2017) (3)
- NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator (2021) (3)
- The recent developments in spatio-temporally continuous snow cover product generation (2019) (3)
- A Statistical Polarimetric Decomposition Solution Based on the Maximum-Likelihood Estimator (2012) (3)
- Fast binary coding for satellite image scene classification (2015) (3)
- Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery (2015) (3)
- Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery (2016) (3)
- Dense v.s. Sparse: A Comparative Study of Sampling Analysis in Scene Classification of High-Resolution Remote Sensing Imagery (2015) (3)
- Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model (2019) (3)
- A Spatial and Temporal Non-Local Filter Based Data Fusion (2016) (3)
- Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery (2017) (3)
- A universal remote sensing image quality improvement method with deep learning (2016) (3)
- A Global Seamless DEM Based on Multi-Source Data Fusion (GSDEM-30): Product Generation and Evaluation (2019) (3)
- Reconstructing global PM2.5 monitoring dataset from OpenAQ using a two-step spatio-temporal model based on SES-IDW and LSTM (2022) (3)
- Coupling Model- and Data-Driven Methods for Remote Sensing Image Restoration and Fusion: Improving physical interpretability (2022) (3)
- Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan (2019) (3)
- Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network (2019) (3)
- A Study for Hyperspectral Anomaly Change Detection on “Viareggio 2013 Trial” Dataset (2019) (3)
- Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping (2022) (3)
- Feature extraction using near-isometric linear embeddings for hyperspectral imagery classification (2016) (3)
- EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images (2021) (3)
- Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier (2019) (3)
- An endmember dissimilarity based Non-negative Matrix Factorization method for hyperspectral unmixing (2012) (3)
- Automatic cloud and cloud shadow detection in GF-1 WFV imagery using multiple features (2016) (3)
- Spatially adaptive nonlocal total variation for PolSAR despeckling (2014) (3)
- GSEAD: Graphical score estimation for hyperspectral anomaly detection (2016) (3)
- Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection (2021) (2)
- ADAPTIVE MULTI-OBJECTIVE SUB-PIXEL MAPPING FRAMEWORK BASED ON MEMETIC ALGORITHM FOR HYPERSPECTRAL REMOTE SENSING IMAGERY (2012) (2)
- A quantum-behaved particle swarm optimization for hyperspectral endmember extraction (2016) (2)
- An efficient multi-resolution variational Retinex scheme for the radiometric correction of airborne remote sensing images (2016) (2)
- A local subspace based nonlinear target detector (2012) (2)
- Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion (2020) (2)
- How to Construct a Deep Network-Based Hyperspectral Target Detector? ‐‐‐‐‐ A LSTM Inspired Method (2021) (2)
- Global spatiotemporal completion of daily high-resolution TCCO from TROPOMI over land using a swath-based local ensemble learning method (2022) (2)
- Learning Discriminative Global and Local Features for Building Extraction from Aerial Images (2020) (2)
- Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery (2017) (2)
- A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images (2018) (2)
- Dynamic Analysis of Vegetation Coverage Change in Miyun Reservoir Basin from 2000 to 2005 Based on Remote Sensing (2010) (2)
- OBJECT-ORIENTED CHANGE DETECTION FOR HIGH-RESOLUTION IMAGERY USING A GENETIC ALGORITHM (2010) (2)
- Miss data reconstruction in remote sensing images with a double weighted tensor low rank model (2017) (2)
- Binary Change Guided Hyperspectral Multiclass Change Detection (2021) (2)
- Gradient transferred pansharpening method based on cosparse analysis model (2017) (2)
- An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images (2021) (2)
- Scientific Issues and Progress of the Chinese Integrated Earth Observation Sensor Web Project (2013) (2)
- Region-based Image Retrieval Using Semantic Mining (2009) (2)
- Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model (2013) (2)
- Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images (2021) (2)
- AN AUTOMATIC FILTER ALGORITHM FOR DENSE IMAGE MATCHING POINTCLOUDS (2017) (2)
- Non-local sub-pixel mapping for hyperspectral imagery (2015) (2)
- Complete dictionary online learning for sparse unmixing (2016) (2)
- A Low-Rank Total-Variation Regularized Tensor Completion Algorithm (2017) (2)
- An novel active learning strategy for hyperspectral image classification (2012) (2)
- Analysis of Hyperspectral Remote Sensing Images (2010) (2)
- A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery (2020) (2)
- Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization (2016) (2)
- A nonlinear regression classification algorithm with small sample set for hyperspectral image (2013) (2)
- Mechanism-learning coupling paradigms for parameter inversion and simulation in earth surface systems (2023) (2)
- Estimating suspended sediment concentration in Yangtze River from Landsat-TM image (2005) (2)
- Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification (2021) (2)
- A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution (2009) (2)
- Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair (2020) (2)
- Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images (2020) (2)
- Support tensor machine with local pixel neighborhood for hyperspectral image classification (2014) (2)
- Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution (2017) (2)
- Urban land cover mapping by spatial-spectral feature analysis of high resolution hyperspectral data with decision directed acyclic graph SVM (2009) (2)
- Generating a long-term (2003-2020) hourly 0.25° global PM2.5 dataset via spatiotemporal downscaling of CAMS with deep learning (DeepCAMS). (2022) (2)
- Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model (2019) (2)
- Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S. (2019) (2)
- Quality improvement of hyperspectral remote sensing images: A technical overview (2016) (1)
- Sparsity Score Estimation for Hyperspectral Anomaly Detection (2016) (1)
- Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model (2012) (1)
- Feature Fusion with Neighborhood-Oscillating Tabu Search for Oriented Texture Classification (2005) (1)
- Improvement of remote sensing classification method by multiway support tensor machine (2011) (1)
- Calibration of airborne imaging spectrometer data acquired from Poyang Lake area, China (1998) (1)
- Local decision maximum margin metric learning for hyperspectral target detection (2015) (1)
- Hyperspectral data transformation and vegetation index performance based on the universal pattern decomposition method (2007) (1)
- Active learning approach for remote sensing imagery classification using spatial information (2016) (1)
- Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization (2016) (1)
- Image retrieval by using subpiece accumulative histogram (2001) (1)
- Land cover classification in Kii Peninsula of Japan using Terra/MODIS data (2003) (1)
- LUAI Challenge 2021 on Learning to Understand Aerial Images (2021) (1)
- Anisotropic diffusion on complex tensor fields for PolSAR image filtering (2014) (1)
- STFLNDVI: A long-term 1km NDVI time series since 1982 by fusing MODIS and AVHRR products (2021) (1)
- Mapping PM2.5 concentration at sub-km level resolution: a dual-scale retrieval method (2019) (1)
- Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images (2012) (1)
- Subspace clustering based on decision fusion strategy for hyperspectral imagery (2013) (1)
- A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery (2013) (1)
- SGD-SM: Generating Seamless Global Daily AMSR2 Soil Moisture Long-term Products (2013-2019) (2021) (1)
- Image Stitching Using Smoothly Planar Homography (2018) (1)
- Region Segmentation of Multi-spectral Remote Sensing Images Based on JSEG Algorithm (2009) (1)
- Sub-pixel intelligence mapping considering spatial-temoporal attraction for remote sensing imagery (2017) (1)
- A Simplified Computational Model for the Location of Depth Average Velocity in a Rectangular Irrigation Channel (2019) (1)
- Remote sensing imagery clustering using an adaptive bi-objective memetic method (2014) (1)
- Blind super-resolution reconstruction method based on maximum a posterior estimation: Blind super-resolution reconstruction method based on maximum a posterior estimation (2011) (1)
- Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach (2019) (1)
- Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis (2013) (1)
- Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image (2020) (1)
- A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types (2021) (1)
- Blind Spectral Unmixing Considering the Adjacent Effect (2018) (1)
- Finding edges of buildings via a junction process in high-resolution remotely sensed images (2015) (1)
- Mapping PM2.5 distribution in China by fusing station measurements and satellite observation (2016) (1)
- Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica (2022) (1)
- Multi-wavelength lidar for remote sensing applications (2008) (1)
- Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images" (2021) (1)
- Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery (2021) (1)
- Processing of hyperspectral remote sensing images (1998) (1)
- An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis (2013) (1)
- Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. (2023) (1)
- Recent developments in remote-sensing technologies for disaster management in China (2014) (1)
- Study of the effect of urban water on the thermal environment based on remote sensing image (2011) (1)
- Topic Model for Remote Sensing Data: A Comprehensive Review (2020) (1)
- Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification (2021) (1)
- Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning (2019) (1)
- Building Extraction From Remote Sensing Image With Privileged Information (2019) (1)
- Analysis model based recovery of remote sensing data (2014) (1)
- Mining the spatial distribution of visual words for scene classification (2016) (1)
- Snow depth retrieval based on a novel sea ice concentration algorithm from AMSR-E datasets (2015) (1)
- SCENE CLASSFICATION BASED ON THE SEMANTIC-FEATURE FUSION FULLY SPARSE TOPIC MODEL FOR HIGH SPATIAL RESOLUTION REMOTE SENSING IMAGERY (2016) (1)
- New Unsupervised change detection algorithm based on the MRF in remote sensing image (2011) (1)
- Unsupervised change detection based on conditional random fields and texture feature for high resolution remote sensing imagery (2015) (1)
- Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing (2021) (1)
- Hypspectral image denoising via multidimensional nonlocal model (2013) (1)
- Accurate object tracking by combining correlation filters and keypoints (2016) (1)
- Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery (2015) (1)
- Pure endmember extraction using SSR for Hyperspectral imagery (2016) (0)
- Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery (2015) (0)
- Delving into the Synthesizability of Dynamic Texture Samples (2018) (0)
- Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China (2020) (0)
- PolSAR anisotropic di ff usion fi lter with a re fi ned similarity measure and an adaptive fi delity constraint (2016) (0)
- Influences of the illumination and viewing geometry on the vegetation indices (2003) (0)
- Conference Title Percentage of Vegetation Cover Change Monitoring in Wuhan Region Based on Remote Sensing (2012) (0)
- Chapter 9 ANALYSIS OF HYPERSPECTRAL REMOTE SENSING IMAGES (2009) (0)
- Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks (2020) (0)
- Endmember extraction analysis considering endmember variability (2013) (0)
- Hypspectral image denoising with a multi-view fusion strategy (2012) (0)
- Spatial Subpixel Mapping Model for Remotely Sensed Hyperspectral Imagery (2018) (0)
- An optimized semi-empirical physical approach for satellite-based 1 PM 2.5 retrieval: embedding machine learning to simulate complex 2 physical parameters (2022) (0)
- Spectral-spatial conditional random field classifier with location cues for high spatial resolution imagery (2015) (0)
- Robust Metric based Anomaly Detection in Kernel Feature Space (2012) (0)
- Validate the universal pattern decomposition method using satellite data acquired over the Three Gorges region (2005) (0)
- Segmentation of dual polarized SAR imagery of the west of China based on evidence theory (2009) (0)
- Feature extraction framework in class space for hyperspectral image classification (2016) (0)
- The IEEE Wuhan Section Chapter Focuses on Remote Sensing Techniques [Chapters] (2016) (0)
- A spatial filter based framework for target detection in hyperspectral imagery (2013) (0)
- Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification (2021) (0)
- IMPROVING THE QUALITY OF EXTRACTEDENDMEMBERS (2009) (0)
- BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect (2016) (0)
- Toward Dataset Construction for Remote Sensing Image Interpretation (2021) (0)
- Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing (2021) (0)
- Spectral ratio lidar for objects detection (2009) (0)
- Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm (2019) (0)
- Sub-pixel land-cover change detection based on pixel unmixing and EM algorithm (2015) (0)
- Spatial correlated information based batch mode active learning method for remote sensing image classification (2013) (0)
- Institutional Knowledge at Singapore Management University Exploring representativeness and informativeness for active learning (2019) (0)
- A semantic scene model for multitemporal detection of Urban villages in mega city regions of China (2016) (0)
- An endmember extraction framework based on abundance constraint (2012) (0)
- Multiple-source spatial data fusion and integration research in the region unified planning management information system (2008) (0)
- Chromaticity difference-based classification algorithm for imaging spectrometer data (2001) (0)
- Estimating daily full-coverage and high-accuracy 5-km ambient particulate matters across China: considering their precursors and chemical compositions (2020) (0)
- Multi-object spatial relationship model for high spatial resolution scene classification (2016) (0)
- Estimation of net primary productivity of green coniferous forest in complex terrain (2009) (0)
- Title A total variation regularization based super-resolutionreconstruction algorithm for digital video (2010) (0)
- A method for object identification in multispectral image based on tensor approach (2012) (0)
- Mapping Spatial Distribution of Soil Loss in the Upper Basin of Miyun Reservoir (2010) (0)
- Development and new application of Raman/Mie lidar: severe weather research and Earth observation atmospheric correction (2008) (0)
- Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China (2008) (0)
- Non-local sparse spectral unmixing for remote sensing imagery (2012) (0)
- A Structured Sub-pixel Target Detector for Hyperspectral Imagery (2009) (0)
- A narrow band combination model to determine leaf nitrogen and water content in rice (2009) (0)
- A multi-scale analysis method on QuickBird multi-spectral image (2009) (0)
- Multiobjective optimization for hazardous materials transportation : Sparking the globalized trade and transportation connection: Supplying Freight System Responses to Global Trade Demands (2005) (0)
- A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M3) (2021) (0)
- Endmember number estimation for hyperspectral imagery based on vertex component analysis (2014) (0)
- Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer (2008) (0)
- Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery (2017) (0)
- Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China (2008) (0)
- Improved Design of GPRS Wireless Security System Based on AES (2011) (0)
- Image compression and encryption technologies : 22-24 October 2001, Wuhan, China (2001) (0)
- Supplementary material to "Estimating daily full-coverage and high-accuracy 5-km ambient particulate matters across China: considering their precursors and chemical compositions" (2020) (0)
- The active-passive remote sensing for aerosol optical depth retrieval (2007) (0)
- Urban Expansion Trajectories in China’s 36 Major Cities (2019) (0)
- Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016 (2019) (0)
- Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery (2020) (0)
- Fusing MODIS and AVHRR products to generate a global 1-km continuous NDVI time series covering four decades (2021) (0)
- UAV-Based Vehicle Detection by Multi-source Images (2017) (0)
- Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification (2018) (0)
- Integrated research on land cover changes and the consequent influences: A case study of the western part of Tiaoxi Basin (2018) (0)
- Thick Cloud Removal for Sentinel-2 Time-Series Images via Combining Deep Prior and Low-Rank Tensor Completion (2021) (0)
- A content based MAP retrieval system for land cover data (2014) (0)
- Anisotropic diffusion for image filtering based on MDL and morphology (2005) (0)
- Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm (2019) (0)
- Spectral super-resolution meets deep learning: Achievements and challenges (2023) (0)
- Estimation vegetation fraction by remote sensing based on Beijing-1 microsatellite data (2007) (0)
- Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery (2014) (0)
- Exploiting the low-rank property of hyperspectral imagery: A technical overview (2016) (0)
- UNMIXING OF MIXTURE PIXEL BASED ON THE CHROMATIC CHARACTERISTICS OF ENDMEMBER SPECTRA (2000) (0)
- Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile (2020) (0)
- Batch Mode Active Learning for Geographical Image Classification (2015) (0)
- An improved weight-calculation non-local sparse unmixing for hyperspectral imagery (2014) (0)
- Multi-spectral remote sensing image retrieval based on semantic extraction (2008) (0)
- Estimation of Net Primary Production of the Kii Peninsula Using Terra/MODIS Data (2007) (0)
- Linear features adaptive extraction from remote sensing image based on beamlet transform (2006) (0)
- AN ARTIFICIAL IMMUNE ALGORITHM FOR SPECTRUM RECOGNITION OF HYPERSPECTRAL DATA (2008) (0)
- Special Section Guest Editorial: Multitemporal Remote Sensing Data Processing and Applications (2021) (0)
- Normalized cut segmentation with edge constraint for high resolution remote sensing imagery (2015) (0)
- IKONOS image classification using a color difference technique (2002) (0)
- Segmentation Networks Domain Adaptation A real image ( a ) Without adaptation ( b ) With adaptation Real images without annotations Synthetic images with annotations ... ... ? ? (2018) (0)
- INDEXING OF SATELLITE IMAGES OF DIFFERENT SPATIAL RESOLUTIONS USING MULTI FEATURES (2012) (0)
- A multiscale analysis method on QuickBird multispectral image (2009) (0)
- SGD-SM: Generating Seamless Global Daily AMSR2 Soil Moisture Long-term Productions (2013–2019) (2020) (0)
- SISTOR: A statistics-inspired sparsity target detector for hyperspectral images (2015) (0)
- Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion (2021) (0)
- Local spectral-spatial clustering for remote sensing imagery (2016) (0)
- Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing (2020) (0)
- Generation of SMAP 9 KM soil moisture using a spatio-temporal information fusion model (2017) (0)
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What Schools Are Affiliated With Liang-pei Zhang?
Liang-pei Zhang is affiliated with the following schools:
