J. Benediktsson

Most-cited papers

Deep Learning for Hyperspectral Image Classification: An Overview
Shu-Tao Li, Weiwei Song, Le-Yuan Fang, Yushi Chen +2 more
2019IEEE Transactions on Geoscience and Remote Sensing1,668 citations Open access
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SpectralGPT: Spectral Remote Sensing Foundation Model
D. Hong, Bing Zhang, Xu-Yang Li, Yuxuan Li +10 more
2023IEEE Transactions on Pattern Analysis and Machine Intelligence979 citations Open access
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Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox
Behnood Rasti, D. Hong, Ren-Long Hang, Pedram Ghamisi +3 more
2020IEEE Geoscience and Remote Sensing Magazine488 citations Open access
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Lunar impact crater identification and age estimation with Chang’E data by deep and transfer learning
Chen Yang, Haishi Zhao, L. Bruzzone, J. Benediktsson +6 more
2020Nature Communications238 citations Open access
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Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective
Z. Lv, Hai-Tao Huang, Xing-Hua Li, Minghua Zhao +3 more
2022Proceedings of the IEEE213 citations
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Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions
Dawei Wen, Xin Huang, F. Bovolo, Jiayi Li +3 more
2021IEEE Geoscience and Remote Sensing Magazine206 citations
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Land Cover Change Detection Techniques: Very-high-resolution optical images: A review
Z. Lv, Tongfei Liu, J. Benediktsson, N. Falco
2021IEEE Geoscience and Remote Sensing Magazine197 citations
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Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification
Yushi Chen, K. Zhu, Lin Zhu, Xin He +2 more
2019IEEE Transactions on Geoscience and Remote Sensing174 citations
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Spatial–Spectral Attention Network Guided With Change Magnitude Image for Land Cover Change Detection Using Remote Sensing Images
Z. Lv, Fengjun Wang, Guo-Qing Cui, J. Benediktsson +2 more
2022IEEE Transactions on Geoscience and Remote Sensing156 citations
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Simple Multiscale UNet for Change Detection With Heterogeneous Remote Sensing Images
Z. Lv, Hai-Tao Huang, Li-Peng Gao, J. Benediktsson +2 more
2022IEEE Geoscience and Remote Sensing Letters126 citations
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Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification
K. Zhu, Yushi Chen, Pedram Ghamisi, Xiu-Ping Jia +1 more
2019Remote Sensing112 citations Open access
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Multimodal artificial intelligence foundation models: Unleashing the power of remote sensing big data in earth observation
D. Hong, Chen-Yu Li, Bing Zhang, N. Yokoya +2 more
2024The Innovation Geoscience104 citations Open access
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Novel Adaptive Region Spectral–Spatial Features for Land Cover Classification With High Spatial Resolution Remotely Sensed Imagery
Z. Lv, Pengfei Zhang, Weiwei SUN, J. Benediktsson +2 more
2023IEEE Transactions on Geoscience and Remote Sensing92 citations
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Spatial Density Peak Clustering for Hyperspectral Image Classification With Noisy Labels
Bing Tu, Xiao-Fei Zhang, Xu-Dong Kang, Jin-Ping Wang +1 more
2019IEEE Transactions on Geoscience and Remote Sensing82 citations
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Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures
Ze-Bin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu +4 more
2020IEEE Transactions on Cybernetics81 citations
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Iterative Training Sample Augmentation for Enhancing Land Cover Change Detection Performance With Deep Learning Neural Network
Z. Lv, Hai-Tao Huang, Weiwei SUN, M. Jia +2 more
2023IEEE Transactions on Neural Networks and Learning Systems73 citations
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SpectralGPT: Spectral Foundation Model
D. Hong, Bing Zhang, Xu-Yang Li, Yuxuan Li +10 more
2023arXiv.org71 citations
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Novel Enhanced UNet for Change Detection Using Multimodal Remote Sensing Image
Z. Lv, Hai-Tao Huang, Wei-Wei Sun, Tao Lei +2 more
2023IEEE Geoscience and Remote Sensing Letters71 citations
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Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images
Z. Lv, Ming Zhang, Wei-Wei Sun, J. Benediktsson +2 more
2023IEEE Transactions on Geoscience and Remote Sensing70 citations
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Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery
Z. Lv, Guang-Fei Li, Zhe-Nong Jin, J. Benediktsson +1 more
2021IEEE Transactions on Geoscience and Remote Sensing66 citations Open access
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Hyperspectral imaging
Dan-Feng Hong, Chen-Yu Li, N. Yokoya, Bing Zhang +5 more
2025Nature Reviews Methods Primers63 citations
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FlexiMo: A Flexible Remote Sensing Foundation Model
Xu-Yang Li, Chen-Yu Li, Pedram Ghamisi, Dan-Feng Hong +2 more
2025IEEE Transactions on Geoscience and Remote Sensing60 citations Open access
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Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery
J. Senthilnath, Neelanshi Varia, Akanksha Dokania, Gaotham Anand +1 more
2020Remote Sensing58 citations Open access
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Hierarchical Attention Feature Fusion-Based Network for Land Cover Change Detection With Homogeneous and Heterogeneous Remote Sensing Images
Z. Lv, Jie Liu, Wei-Wei Sun, Tao Lei +2 more
2023IEEE Transactions on Geoscience and Remote Sensing55 citations
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Deep-Learning-Based 3-D Surface Reconstruction—A Survey
Anis Farshian, Markus Götz, Gabriele Cavallaro, Charlotte Debus +3 more
2023Proceedings of the IEEE54 citations Open access
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Asymmetric Hash Code Learning for Remote Sensing Image Retrieval
Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi +2 more
2022IEEE Transactions on Geoscience and Remote Sensing54 citations Open access
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Novel Piecewise Distance Based on Adaptive Region Key-Points Extraction for LCCD With VHR Remote-Sensing Images
Z. Lv, Pingdong Zhong, Wen Wang, Z. You +2 more
2023IEEE Transactions on Geoscience and Remote Sensing53 citations
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Object-Oriented Key Point Vector Distance for Binary Land Cover Change Detection Using VHR Remote Sensing Images
Z. Lv, Tongfei Liu, J. Benediktsson
2020IEEE Transactions on Geoscience and Remote Sensing51 citations
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Comprehensive mapping of lunar surface chemistry by adding Chang'e-5 samples with deep learning
Chen Yang, Xinmei Zhang, L. Bruzzone, Bin Liu +10 more
2023Nature Communications49 citations Open access
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Newly established forests dominated global carbon sequestration change induced by land cover conversions
Dai-Liang Peng, Bing Zhang, Shi-Jun Zheng, W. Ju +16 more
2025Nature Communications40 citations Open access
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Hyperspectral Mixed Gaussian and Sparse Noise Reduction
Behnood Rasti, Pedram Ghamisi, J. Benediktsson
2020IEEE Geoscience and Remote Sensing Letters39 citations
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Nomination-favoured opinion pool for optical-SAR-synergistic rice mapping in face of weakened flooding signals
Yi-Qing Guo, Xiu-Ping Jia, D. Paull, J. Benediktsson
2019Isprs Journal of Photogrammetry and Remote Sensing37 citations
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Novel Land-Cover Classification Approach With Nonparametric Sample Augmentation for Hyperspectral Remote-Sensing Images
Z. Lv, Pengfei Zhang, Weiwei SUN, J. Benediktsson +1 more
2023IEEE Transactions on Geoscience and Remote Sensing35 citations
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Landslide Inventory Mapping With Bitemporal Aerial Remote Sensing Images Based on the Dual-Path Fully Convolutional Network
Z. Lv, Tongfei Liu, X. Kong, Cheng Shi +1 more
2020IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing35 citations Open access
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Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity
Z. Lv, Fengjun Wang, Wei-Wei Sun, Z. You +2 more
2022IEEE Transactions on Geoscience and Remote Sensing31 citations
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A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas
Xin Huang, Shuang Li, Jiayi Li, Xiu-Ping Jia +3 more
2020IEEE Transactions on Geoscience and Remote Sensing29 citations Open access
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Land cover change detection with hyperspectral remote sensing images: A survey
Z. Lv, Ming Zhang, Wei-Wei Sun, Tao Lei +2 more
2025Information Fusion25 citations Open access
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IESRGAN: Enhanced U-Net Structured Generative Adversarial Network for Remote Sensing Image Super-Resolution Reconstruction
Xiaohan Yue, Danfeng Liu, Li-Guo Wang, J. Benediktsson +2 more
2023Remote Sensing24 citations Open access
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A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery
Jiayi Li, Xin Huang, Ting Hu, Xiu-Ping Jia +1 more
2019IEEE Transactions on Geoscience and Remote Sensing23 citations
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BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery
J. Senthilnath, Abhishek Kumar, Anurag Jain, K. Harikumar +4 more
2021IEEE Transactions on Geoscience and Remote Sensing22 citations
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Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images
Z. Lv, Fengjun Wang, Lin-Fu Xie, Wei-Wei Sun +3 more
2021IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing21 citations Open access
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Local Histogram-Based Analysis for Detecting Land Cover Change Using VHR Remote Sensing Images
Z. Lv, Tongfei Liu, Cheng Shi, J. Benediktsson
2021IEEE Geoscience and Remote Sensing Letters20 citations Open access
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MM-Tracker: Motion Mamba for UAV-platform Multiple Object Tracking
Mufeng Yao, Jinlong Peng, Qing-Dong He, Bo Peng +4 more
2024AAAI Conference on Artificial Intelligence19 citations Open access
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Object-Based Sorted-Histogram Similarity Measurement for Detecting Land Cover Change With VHR Remote Sensing Images
Z. Lv, X. Yang, Xiaokang Zhang, J. Benediktsson
2022IEEE Geoscience and Remote Sensing Letters19 citations
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Novel Automatic Approach for Land Cover Change Detection by Using VHR Remote Sensing Images
Z. Lv, Fengjun Wang, Tongfei Liu, X. Kong +1 more
2022IEEE Geoscience and Remote Sensing Letters19 citations
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Spatial-Spectral Feature Fusion Coupled with Multi-Scale Segmentation Voting Decision for Detecting Land Cover Change with VHR Remote Sensing Images
Zhifeng Zheng, Jiannong Cao, Z. Lv, J. Benediktsson
2019Remote Sensing19 citations Open access
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Sample Iterative Enhancement Approach for Improving Classification Performance of Hyperspectral Imagery
Z. Lv, Pengfei Zhang, Wei-Wei Sun, Tao Lei +2 more
2024IEEE Geoscience and Remote Sensing Letters17 citations
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Interpretable foundation models as decryptors peering into the Earth system
Chen-Yu Li, Danfeng Hong, Bing Zhang, Tianjun Liao +6 more
2024Innovation (Cambridge (Mass.))16 citations Open access
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Supervised Functional Data Discriminant Analysis for Hyperspectral Image Classification
Zhi-Jing Ye, Jiaqing Chen, Hong Li, Yan-Tao Wei +2 more
2020IEEE Transactions on Geoscience and Remote Sensing15 citations
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Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images
Z. Lv, Tongfei Liu, R. Wang, J. Benediktsson +1 more
2020IEEE Geoscience and Remote Sensing Letters15 citations
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