Lifu Zhang
Orcid: 0000-0002-3533-9966Affiliations:
- Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China
According to our database1,
Lifu Zhang
authored at least 79 papers
between 2012 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Virtual Restoration of Ancient Mold-Damaged Painting Based on 3D Convolutional Neural Network for Hyperspectral Image.
Remote. Sens., August, 2024
Multi-Temporal Sentinel-1 and Sentinel-2 Data for Orchards Discrimination in Khairpur District, Pakistan Using Spectral Separability Analysis and Machine Learning Classification.
Remote. Sens., February, 2024
A General Deep Learning Point-Surface Fusion Framework for RGB Image Super-Resolution.
Remote. Sens., January, 2024
Three-Dimension Spatial-Spectral Attention Transformer for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024
Exploring Conflict-Matching Learning With Temporal Weight-Sharing and Bandwise Spatial-Interacting Transformer for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
A Fast Generative Adversarial Network Combined With Transformer for Downscaling GRACE Terrestrial Water Storage Data in Southwestern China.
IEEE Trans. Geosci. Remote. Sens., 2024
Roles of Physiological and Nonphysiological Information in Sun-Induced Chlorophyll Fluorescence Variations for Detecting Cotton Verticillium Wilt.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
The ƒ'/Q Factor in the Relationship Between Inherent and Apparent Optical Properties in a Typical Inland Water (Lake Taihu, China).
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Spectral-Enhanced Sparse Transformer Network for Hyperspectral Super-Resolution Reconstruction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Semi-Supervised HyperMatch-Driven Cross Temporal and Spatial Interaction Transformer for Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Hyperspectral Anomaly Detection Based on Spatial-Spectral Cross-Guided Mask Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
Contrastive Self-Supervised Two-Domain Residual Attention Network with Random Augmentation Pool for Hyperspectral Change Detection.
Remote. Sens., August, 2023
Dependence of the Bidirectional Reflectance Distribution Function Factor ƒ′ on the Particulate Backscattering Ratio in an Inland Lake.
Remote. Sens., July, 2023
Soil Salinity Estimation in Cotton Fields in Arid Regions Based on Multi-Granularity Spectral Segmentation (MGSS).
Remote. Sens., July, 2023
Vegetation Subtype Classification of Evergreen Broad-Leaved Forests in Mountainous Areas Using a Hierarchy-Based Classifier.
Remote. Sens., June, 2023
Response of Industrial Warm Drainage to Tide Revealed by Airborne and Sea Surface Observations.
Remote. Sens., January, 2023
Parallel Spectral-Spatial Attention Network with Feature Redistribution Loss for Hyperspectral Change Detection.
Remote. Sens., January, 2023
High-Resolution Remote Sensing Bitemporal Image Change Detection Based on Feature Interaction and Multitask Learning.
IEEE Trans. Geosci. Remote. Sens., 2023
Considering Nonoverlapped Bands Construction: A General Dictionary Learning Framework for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023
Global-Local 3-D Convolutional Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
A Coarse-to-Fine Semisupervised Learning Method Based on Superpixel Graph and Breaking-Tie Sampling for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
An Attention-Based Multiscale Spectral-Spatial Network for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett., 2023
2022
An Unsupervised Domain Adaptation Method Towards Multi-Level Features and Decision Boundaries for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
A New Method for Calculating Water Quality Parameters by Integrating Space-Ground Hyperspectral Data and Spectral-In Situ Assay Data.
Remote. Sens., 2022
Prediction of Total Phosphorus Concentration in Macrophytic Lakes Using Chlorophyll-Sensitive Bands: A Case Study of Lake Baiyangdian.
Remote. Sens., 2022
Monitoring Spatio-Temporal Dynamics in the Eastern Plain Lakes of China Using Long-Term MODIS UNWI Index.
Remote. Sens., 2022
Hyperspectral UAV Images at Different Altitudes for Monitoring the Leaf Nitrogen Content in Cotton Crops.
Remote. Sens., 2022
Correction: Peng et al. A Fast Three-Dimensional Convolutional Neural Network-Based Spatiotemporal Fusion Method (STF3DCNN) Using a Spatial-Temporal-Spectral Dataset. Remote Sens. 2020, 12, 3888.
Remote. Sens., 2022
A Registration-Error-Resistant Swath Reconstruction Method of ZY1-02D Satellite Hyperspectral Data Using SRE-ResNet.
Remote. Sens., 2022
Estimation of Cotton Leaf Area Index (LAI) Based on Spectral Transformation and Vegetation Index.
Remote. Sens., 2022
Satellite and Machine Learning Monitoring of Optically Inactive Water Quality Variability in a Tropical River.
Remote. Sens., 2022
LAI-Based Phenological Changes and Climate Sensitivity Analysis in the Three-River Headwaters Region.
Remote. Sens., 2022
A Synchronous Long Time-Series Completion Method Using 3-D Fully Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2022
2021
A Fast Hyperspectral Anomaly Detection Algorithm Based on Greedy Bilateral Smoothing and Extended Multi-Attribute Profile.
Remote. Sens., 2021
2020
Correction: Zhao, H., et al. Automatic Estimation of Crop Disease Severity Levels Based on Vegetation Index Normalization. Remote Sensing 2020, 12, 1930.
Remote. Sens., 2020
Automatic Estimation of Crop Disease Severity Levels Based on Vegetation Index Normalization.
Remote. Sens., 2020
Automatic Crop Classification in Northeastern China by Improved Nonlinear Dimensionality Reduction for Satellite Image Time Series.
Remote. Sens., 2020
Spatial-Temporal Wetland Landcover Changes of Poyang Lake Derived from Landsat and HJ-1A/B Data in the Dry Season from 1973-2019.
Remote. Sens., 2020
A Fast Three-Dimensional Convolutional Neural Network-Based Spatiotemporal Fusion Method (STF3DCNN) Using a Spatial-Temporal-Spectral Dataset.
Remote. Sens., 2020
UNVI-Based Time Series for Vegetation Discrimination Using Separability Analysis and Random Forest Classification.
Remote. Sens., 2020
Remote. Sens., 2020
2019
Monitoring Drought Effects on Vegetation Productivity Using Satellite Solar-Induced Chlorophyll Fluorescence.
Remote. Sens., 2019
A Global Sensitivity Analysis of Commonly Used Satellite-Derived Vegetation Indices for Homogeneous Canopies Based on Model Simulation and Random Forest Learning.
Remote. Sens., 2019
A New Time Series Change Detection Method for Landsat Land use and Land Cover Change.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
2018
Land Use/Land Cover Dynamics and Modeling of Urban Land Expansion by the Integration of Cellular Automata and Markov Chain.
ISPRS Int. J. Geo Inf., 2018
2017
Fast Real-Time Causal Linewise Progressive Hyperspectral Anomaly Detection via Cholesky Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Improved Aerosol Optical Thickness, Columnar Water Vapor, and Surface Reflectance Retrieval from Combined CASI and SASI Airborne Hyperspectral Sensors.
Remote. Sens., 2017
An NDVI-Based Vegetation Phenology Is Improved to be More Consistent with Photosynthesis Dynamics through Applying a Light Use Efficiency Model over Boreal High-Latitude Forests.
Remote. Sens., 2017
Retrieval of Sun-Induced Chlorophyll Fluorescence Using Statistical Method Without Synchronous Irradiance Data.
IEEE Geosci. Remote. Sens. Lett., 2017
Monitoring and Modeling of Spatiotemporal Urban Expansion and Land-Use/Land-Cover Change Using Integrated Markov Chain Cellular Automata Model.
ISPRS Int. J. Geo Inf., 2017
Perspectives on Chinese developments in spaceborne imaging spectroscopy: What's new in 2016.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Monitoring and Assessing the 2012 Drought in the Great Plains: Analyzing Satellite-Retrieved Solar-Induced Chlorophyll Fluorescence, Drought Indices, and Gross Primary Production.
Remote. Sens., 2016
Evaluation of the Chinese Fine Spatial Resolution Hyperspectral Satellite TianGong-1 in Urban Land-Cover Classification.
Remote. Sens., 2016
Evaluating an Enhanced Vegetation Condition Index (VCI) Based on VIUPD for Drought Monitoring in the Continental United States.
Remote. Sens., 2016
A Modified Locality-Preserving Projection Approach for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016
Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach.
Neurocomputing, 2016
A non-negative matrix factorization approach for hyperspectral unmixing with partial known endmembers.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Surface reflectance auto retrieval model based on hyperspectral remotely sensed images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2015
Hyperspectral Feature Extraction Based On The Reference Spectral Background Removal Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
A Simple Enhanced Water Index (EWI) for Percent Surface Water Estimation Using Landsat Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Comparison of the Continuity of Vegetation Indices Derived from Landsat 8 OLI and Landsat 7 ETM+ Data among Different Vegetation Types.
Remote. Sens., 2015
Analysis of the Urban Heat Island Effect in Shijiazhuang, China Using Satellite and Airborne Data.
Remote. Sens., 2015
An Analysis of Shadow Effects on Spectral Vegetation Indexes Using a Ground-Based Imaging Spectrometer.
IEEE Geosci. Remote. Sens. Lett., 2015
Assessing the Effect of Temporal Interval Length on the Blending of Landsat-MODIS Surface Reflectance for Different Land Cover Types in Southwestern Continental United States.
ISPRS Int. J. Geo Inf., 2015
Method for time series extraction of characteristic parameters from multidimensional remote sensing datasets.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
2014
Evaluation of Multiple Spring Phenological Indicators of Yearly GPP and NEP at Three Canadian Forest Sites.
Remote. Sens., 2014
Calculating vegetation index based on the universal pattern decomposition method (VIUPD) using Landsat 8.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A combined object-based segmentation and support vector machines approach for classification of Tiangong-01 hyperspectral urban data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Comparison of accuracy and stability of estimating winter wheat chlorophyll content based on spectral indices.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Water mapping through Universal Pattern Decomposition Method and Tasseled Cap Transformation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Assessment of estimation methods for Chlorophyll-a through hyperspectral insitu data and multispectral landsat for Taihu lake.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
System composition and multidimensional analysis tools of the Multidimensional Hyperspectral Database for Rocks and Minerals (MHDRM).
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Using MODTRAN4 to build up a general look-up-table database for the atmospheric correction of hyperspectral imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012