Lifu Zhang

79 papers C 10Journal 64Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Fast Generative Adversarial Network Combined With Transformer for Downscaling GRACE Terrestrial Water Storage Data in Southwestern China.
IEEE Trans. Geosci. Remote. Sens.
Songwei Gu, Yun Zhou, Long Zhao, Mingguo Ma, Xiaojun She, Lifu Zhang, Yao Li
2024 J jnl
A General Deep Learning Point-Surface Fusion Framework for RGB Image Super-Resolution.
Remote. Sens.
Yan Zhang, Lifu Zhang, Ruoxi Song, Qingxi Tong
2024 J jnl
Exploring Conflict-Matching Learning With Temporal Weight-Sharing and Bandwise Spatial-Interacting Transformer for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yixiang Huang, Lifu Zhang, Yi Cen, Ruoxi Song, Wenchao Qi, Changping Huang
2024 J jnl
Hyperspectral Anomaly Detection Based on Spatial-Spectral Cross-Guided Mask Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qing Guo, Yi Cen, Lifu Zhang, Yan Zhang, Yixiang Huang
2024 J jnl
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.
Arif Ur Rehman, Lifu Zhang, Meer Muhammad Sajjad, Abdur Raziq
2024 J jnl
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.
Junru Zhou, Changping Huang, Yaohui Gui, Mi Yang, Ze Zhang, Wenjiang Huang, Lifu Zhang, Qingxi Tong
2024 J jnl
Semi-Supervised HyperMatch-Driven Cross Temporal and Spatial Interaction Transformer for Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yixiang Huang, Lifu Zhang, Wenchao Qi, Ruoxi Song, Changping Huang, Yi Cen
2024 J jnl
Spectral-Enhanced Sparse Transformer Network for Hyperspectral Super-Resolution Reconstruction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuchao Yang, Yulei Wang, Hongzhou Wang, Lifu Zhang, Enyu Zhao, Meiping Song, Chunyan Yu
2024 J jnl
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.
Yu Zhang, Lifu Zhang, Yi Cen, Hongying Zhao, Junsheng Li, Qingxi Tong
2024 J jnl
Three-Dimension Spatial-Spectral Attention Transformer for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Qiang Zhang, Yushuai Dong, Yaming Zheng, Haoyang Yu, Meiping Song, Lifu Zhang, Qiangqiang Yuan
2024 J jnl
Virtual Restoration of Ancient Mold-Damaged Painting Based on 3D Convolutional Neural Network for Hyperspectral Image.
Remote. Sens.
Sa Wang, Yi Cen, Liang Qu, Guanghua Li, Yao Chen, Lifu Zhang
2023 J jnl
A Coarse-to-Fine Semisupervised Learning Method Based on Superpixel Graph and Breaking-Tie Sampling for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Chunhui Zhao, Maoyang Chen, Shou Feng, Boao Qin, Lifu Zhang
2023 J jnl
An Attention-Based Multiscale Spectral-Spatial Network for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett.
Shou Feng, Rui Feng, Jianfei Liu, Chunhui Zhao, Fengchao Xiong, Lifu Zhang
2023 J jnl
Considering Nonoverlapped Bands Construction: A General Dictionary Learning Framework for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Yan Zhang, Lifu Zhang, Ruoxi Song, Changping Huang, Qingxi Tong
2023 J jnl
Contrastive Self-Supervised Two-Domain Residual Attention Network with Random Augmentation Pool for Hyperspectral Change Detection.
Remote. Sens.
Yixiang Huang, Lifu Zhang, Wenchao Qi, Changping Huang, Ruoxi Song
2023 J jnl
Dependence of the Bidirectional Reflectance Distribution Function Factor ƒ′ on the Particulate Backscattering Ratio in an Inland Lake.
Remote. Sens.
Yu Zhang, Lifu Zhang, Changping Huang, Yi Cen, Qingxi Tong
2023 J jnl
Global-Local 3-D Convolutional Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wenchao Qi, Changping Huang, Yibo Wang, Xia Zhang, Weiwei Sun, Lifu Zhang
2023 J jnl
High-Resolution Remote Sensing Bitemporal Image Change Detection Based on Feature Interaction and Multitask Learning.
IEEE Trans. Geosci. Remote. Sens.
Chunhui Zhao, Yingjie Tang, Shou Feng, Yuanze Fan, Wei Li, Ran Tao, Lifu Zhang
2023 J jnl
Parallel Spectral-Spatial Attention Network with Feature Redistribution Loss for Hyperspectral Change Detection.
Remote. Sens.
Yixiang Huang, Lifu Zhang, Changping Huang, Wenchao Qi, Ruoxi Song
2023 J jnl
Response of Industrial Warm Drainage to Tide Revealed by Airborne and Sea Surface Observations.
Remote. Sens.
Donghui Zhang, Zhenchang Zhu, Lifu Zhang, Xuejian Sun, Zhijie Zhang, Wanchang Zhang, Xusheng Li, Qin Zhu
2023 J jnl
Soil Salinity Estimation in Cotton Fields in Arid Regions Based on Multi-Granularity Spectral Segmentation (MGSS).
Remote. Sens.
Xianglong Fan, Xiaoyan Kang, Pan Gao, Ze Zhang, Jin Wang, Qiang Zhang, Mengli Zhang, Lulu Ma, Xin Lv, Lifu Zhang
2023 J jnl
Vegetation Subtype Classification of Evergreen Broad-Leaved Forests in Mountainous Areas Using a Hierarchy-Based Classifier.
Remote. Sens.
Shiqi Zhang, Peihao Peng, Maoyang Bai, Xiao Wang, Lifu Zhang, Jiao Hu, Meilian Wang, Xueman Wang, Juan Wang, Donghui Zhang, Xuejian Sun, Xiaoai Dai
2022 J jnl
A New Method for Calculating Water Quality Parameters by Integrating Space-Ground Hyperspectral Data and Spectral-In Situ Assay Data.
Remote. Sens.
Donghui Zhang, Lifu Zhang, Xuejian Sun, Yu Gao, Ziyue Lan, Yining Wang, Haoran Zhai, Jingru Li, Wei Wang, Maming Chen, Xusheng Li, Liang Hou, Hongliang Li
2022 J jnl
A Registration-Error-Resistant Swath Reconstruction Method of ZY1-02D Satellite Hyperspectral Data Using SRE-ResNet.
Remote. Sens.
Mingyuan Peng, Guoyuan Li, Xiaoqing Zhou, Chen Ma, Lifu Zhang, Xia Zhang, Kun Shang
2022 J jnl
A Synchronous Long Time-Series Completion Method Using 3-D Fully Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Mingyuan Peng, Lifu Zhang, Xuejian Sun, Yi Cen, Xiaoyang Zhao
2022 J jnl
An Unsupervised Domain Adaptation Method Towards Multi-Level Features and Decision Boundaries for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Lifu Zhang, Jinchang Ren
2022 J jnl
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.
Mingyuan Peng, Lifu Zhang, Xuejian Sun, Yi Cen, Xiaoyang Zhao
2022 J jnl
Estimation of Cotton Leaf Area Index (LAI) Based on Spectral Transformation and Vegetation Index.
Remote. Sens.
Yiru Ma, Qiang Zhang, Xiang Yi, Lulu Ma, Lifu Zhang, Changping Huang, Ze Zhang, Xin Lv
2022 J jnl
Hyperspectral UAV Images at Different Altitudes for Monitoring the Leaf Nitrogen Content in Cotton Crops.
Remote. Sens.
Caixia Yin, Xin Lv, Lifu Zhang, Lulu Ma, Huihan Wang, Linshan Zhang, Ze Zhang
2022 J jnl
LAI-Based Phenological Changes and Climate Sensitivity Analysis in the Three-River Headwaters Region.
Remote. Sens.
Xiaoai Dai, Wenjie Fan, Yunfeng Shan, Yu Gao, Chao Liu, Ruihua Nie, Donghui Zhang, Weile Li, Lifu Zhang, Xuejian Sun, Tiegang Liu, Zhengli Yang, Xiao Fu, Lei Ma, Shuneng Liang, Youlin Wang, Heng Lu
2022 J jnl
Monitoring Spatio-Temporal Dynamics in the Eastern Plain Lakes of China Using Long-Term MODIS UNWI Index.
Remote. Sens.
Lifu Zhang, Sa Wang, Yi Cen, Changping Huang, Hongming Zhang, Xuejian Sun, Qingxi Tong
2022 J jnl
Prediction of Total Phosphorus Concentration in Macrophytic Lakes Using Chlorophyll-Sensitive Bands: A Case Study of Lake Baiyangdian.
Remote. Sens.
Linshan Zhang, Lifu Zhang, Yi Cen, Sa Wang, Yu Zhang, Yao Huang, Mubbashra Sultan, Qingxi Tong
2022 J jnl
Satellite and Machine Learning Monitoring of Optically Inactive Water Quality Variability in a Tropical River.
Remote. Sens.
Ning Li, Ziyu Ning, Miao Chen, Dongming Wu, Chengzhi Hao, Donghui Zhang, Rui Bai, Huiran Liu, Xin Chen, Wei Li, Wen Zhang, Yicheng Chen, Qinfen Li, Lifu Zhang
2021 J jnl
A Fast Hyperspectral Anomaly Detection Algorithm Based on Greedy Bilateral Smoothing and Extended Multi-Attribute Profile.
Remote. Sens.
Senhao Liu, Lifu Zhang, Yi Cen, Likun Chen, Yibo Wang
2021 J jnl
Automatic Cotton Mapping Using Time Series of Sentinel-2 Images.
Remote. Sens.
Nan Wang, Yongguang Zhai, Lifu Zhang
2020 J jnl
A Fast Three-Dimensional Convolutional Neural Network-Based Spatiotemporal Fusion Method (STF3DCNN) Using a Spatial-Temporal-Spectral Dataset.
Remote. Sens.
Mingyuan Peng, Lifu Zhang, Xuejian Sun, Yi Cen, Xiaoyang Zhao
2020 J jnl
Automatic Crop Classification in Northeastern China by Improved Nonlinear Dimensionality Reduction for Satellite Image Time Series.
Remote. Sens.
Yongguang Zhai, Nan Wang, Lifu Zhang, Lei Hao, Caihong Hao
2020 J jnl
Automatic Estimation of Crop Disease Severity Levels Based on Vegetation Index Normalization.
Remote. Sens.
Hengqian Zhao, Chenghai Yang, Wei Guo, Lifu Zhang, Dongyan Zhang
2020 J jnl
Correction: Zhao, H., et al. Automatic Estimation of Crop Disease Severity Levels Based on Vegetation Index Normalization. Remote Sensing 2020, 12, 1930.
Remote. Sens.
Hengqian Zhao, Chenghai Yang, Wei Guo, Lifu Zhang, Dongyan Zhang
2020 J jnl
Learning-Based Hyperspectral Imagery Compression through Generative Neural Networks.
Remote. Sens.
Chubo Deng, Yi Cen, Lifu Zhang
2020 J jnl
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.
Sa Wang, Lifu Zhang, Hongming Zhang, Xingxing Han, Linshan Zhang
2020 J jnl
UNVI-Based Time Series for Vegetation Discrimination Using Separability Analysis and Random Forest Classification.
Remote. Sens.
Hualiang Liu, Feizhou Zhang, Lifu Zhang, Yukun Lin, Siheng Wang, Yefeng Xie
2019 J jnl
A Global Sensitivity Analysis of Commonly Used Satellite-Derived Vegetation Indices for Homogeneous Canopies Based on Model Simulation and Random Forest Learning.
Remote. Sens.
Siheng Wang, Dong Yang, Zhen Li, Liangyun Liu, Changping Huang, Lifu Zhang
2019 — conf
A New Time Series Change Detection Method for Landsat Land use and Land Cover Change.
MultiTemp
Yukun Lin, Lifu Zhang, Nan Wang
2019 J jnl
Monitoring Drought Effects on Vegetation Productivity Using Satellite Solar-Induced Chlorophyll Fluorescence.
Remote. Sens.
Lifu Zhang, Na Qiao, Changping Huang, Siheng Wang
2018 J jnl
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.
Bhagawat Rimal, Lifu Zhang, Hamidreza Keshtkar, Barry Haack, Sushila Rijal, Peng Zhang
2017 J jnl
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.
Siheng Wang, Lifu Zhang, Changping Huang, Na Qiao
2017 J jnl
Fast Real-Time Causal Linewise Progressive Hyperspectral Anomaly Detection via Cholesky Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lifu Zhang, Bo Peng, Feizhou Zhang, Lizhe Wang, Hongming Zhang, Peng Zhang, Qingxi Tong
2017 J jnl
Improved Aerosol Optical Thickness, Columnar Water Vapor, and Surface Reflectance Retrieval from Combined CASI and SASI Airborne Hyperspectral Sensors.
Remote. Sens.
Hang Yang, Lifu Zhang, Cindy Ong, Andrew Rodger, Jia Liu, Xuejian Sun, Hongming Zhang, Xun Jian, Qingxi Tong
2017 J jnl
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.
Bhagawat Rimal, Lifu Zhang, Hamidreza Keshtkar, Nan Wang, Yi Lin
2017 C conf
Perspectives on Chinese developments in spaceborne imaging spectroscopy: What's new in 2016.
IGARSS
Lifu Zhang, Changping Huang, Xuejian Sun, Hang Yang, Xun Jian
2017 J jnl
Retrieval of Sun-Induced Chlorophyll Fluorescence Using Statistical Method Without Synchronous Irradiance Data.
IEEE Geosci. Remote. Sens. Lett.
Lifu Zhang, Siheng Wang, Changping Huang, Yi Cen, Yongguang Zhai, Qingxi Tong
2016 J jnl
A Modified Locality-Preserving Projection Approach for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Yongguang Zhai, Lifu Zhang, Nan Wang, Yi Guo, Yi Cen, Taixia Wu, Qingxi Tong
2016 — conf
A non-negative matrix factorization approach for hyperspectral unmixing with partial known endmembers.
WHISPERS
Nan Wang, Lifu Zhang, Yi Cen, Qingxi Tong
2016 C conf
A study of aerosol changing rule in Beijing during a decade.
IGARSS
Xun Jian, Hang Yang, Lifu Zhang
2016 J jnl
Evaluating an Enhanced Vegetation Condition Index (VCI) Based on VIUPD for Drought Monitoring in the Continental United States.
Remote. Sens.
Wenzhe Jiao, Lifu Zhang, Qing Chang, Dongjie Fu, Yi Cen, Qingxi Tong
2016 J jnl
Evaluation of the Chinese Fine Spatial Resolution Hyperspectral Satellite TianGong-1 in Urban Land-Cover Classification.
Remote. Sens.
Xueke Li, Taixia Wu, Kai Liu, Yao Li, Lifu Zhang
2016 C conf
Fast real-time target detection via target-oriented band selection.
IGARSS
Bo Peng, Lifu Zhang, Taixia Wu, Hongming Zhang
2016 J jnl
Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach.
Neurocomputing
Bo Du, Shaodong Wang, Nan Wang, Lefei Zhang, Dacheng Tao, Lifu Zhang
2016 J jnl
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.
Siheng Wang, Changping Huang, Lifu Zhang, Yi Lin, Yi Cen, Taixia Wu
2016 C conf
Surface reflectance auto retrieval model based on hyperspectral remotely sensed images.
IGARSS
Hang Yang, Lifu Zhang, Xun Jian, Qingxi Tong
2015 J jnl
A Simple Enhanced Water Index (EWI) for Percent Surface Water Estimation Using Landsat Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shudong Wang, Muhammad Hasan Ali Baig, Lifu Zhang, Hailiang Jiang, Yuhe Ji, Hengqian Zhao, Jingguo Tian
2015 J jnl
An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Nan Wang, Bo Du, Liangpei Zhang, Lifu Zhang
2015 J jnl
An Analysis of Shadow Effects on Spectral Vegetation Indexes Using a Ground-Based Imaging Spectrometer.
IEEE Geosci. Remote. Sens. Lett.
Lifu Zhang, Xuejian Sun, Taixia Wu, Hongming Zhang
2015 J jnl
Analysis of the Urban Heat Island Effect in Shijiazhuang, China Using Satellite and Airborne Data.
Remote. Sens.
Kai Liu, Hongbo Su, Lifu Zhang, Hang Yang, Renhua Zhang, Xueke Li
2015 J jnl
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.
Dongjie Fu, Lifu Zhang, Hao Chen, Juan Wang, Xuejian Sun, Taixia Wu
2015 J jnl
Comparison of the Continuity of Vegetation Indices Derived from Landsat 8 OLI and Landsat 7 ETM+ Data among Different Vegetation Types.
Remote. Sens.
Xiaojun She, Lifu Zhang, Yi Cen, Taixia Wu, Changping Huang, Muhammad Hasan Ali Baig
2015 J jnl
Enhancement of Spectral Resolution for Remotely Sensed Multispectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuejian Sun, Lifu Zhang, Hang Yang, Taixia Wu, Yi Cen, Yi Guo
2015 J jnl
Hyperspectral Feature Extraction Based On The Reference Spectral Background Removal Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hengqian Zhao, Lifu Zhang, Xia Zhang, Jia Liu, Taixia Wu, Shudong Wang
2015 — conf
Method for time series extraction of characteristic parameters from multidimensional remote sensing datasets.
WHISPERS
Lifu Zhang, Hao Chen, Dongjie Fu, Taixia Wu, Jia Liu, Changping Huang
2014 C conf
A combined object-based segmentation and support vector machines approach for classification of Tiangong-01 hyperspectral urban data.
IGARSS
Xueke Li, Jinnian Wang, Lifu Zhang, Taixia Wu, Hang Yang, Kai Liu, Hailing Jiang
2014 C conf
Calculating vegetation index based on the universal pattern decomposition method (VIUPD) using Landsat 8.
IGARSS
Xiaojun She, Lifu Zhang, Muhammad Hasan Ali Baig, Yao Li
2014 C conf
Comparison of accuracy and stability of estimating winter wheat chlorophyll content based on spectral indices.
IGARSS
Hailing Jiang, Lifu Zhang, Hang Yang, Xiaoping Chen, Shudong Wang, Xueke Li, Kai Liu
2014 J jnl
Evaluation of Multiple Spring Phenological Indicators of Yearly GPP and NEP at Three Canadian Forest Sites.
Remote. Sens.
Qian Wang, Lifu Zhang, Taixia Wu, Yi Cen, Changping Huang, Qingxi Tong
2014 C conf
Water mapping through Universal Pattern Decomposition Method and Tasseled Cap Transformation.
IGARSS
Muhammad Hasan Ali Baig, Lifu Zhang, Jiefu Dong, Yao Li, Xiaojun She, Qingxi Tong
2013 — conf
Assessment of estimation methods for Chlorophyll-a through hyperspectral insitu data and multispectral landsat for Taihu lake.
WHISPERS
Muhammad Hasan Ali Baig, Lifu Zhang, Ying Bao, Shaojie Sun, Yi Cen, Gaozhen Jiang, Shunshi Hu, Tong Shuai, Qingxi Tong
2013 C conf
COmparison of MNDWI and DFI for water mapping in flooding season.
IGARSS
Muhammad Hasan Ali Baig, Lifu Zhang, Shudong Wang, Gaozhen Jiang, Shanlong Lu, Qingxi Tong
2012 — conf
System composition and multidimensional analysis tools of the Multidimensional Hyperspectral Database for Rocks and Minerals (MHDRM).
WHISPERS
Lifu Zhang, Huanhu Qin, Kai Liu, Taixia Wu
2012 C conf
Using MODTRAN4 to build up a general look-up-table database for the atmospheric correction of hyperspectral imagery.
IGARSS
Shunshi Hu, Lifu Zhang, Muhammad Hasan Ali Baig, Qingxi Tong