L. Bruzzone

Most-cited papers

Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges
Daifeng Peng, Xueliang Liu, Yongjun Zhang, Haiyan Guan +2 more
2025International Journal of Applied Earth Observation and Geoinformation109 citations Open access
Semantic Scholar
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
Semantic Scholar
HyPyraMamba: A Pyramid Spectral Attention and Mamba-Based Architecture for Robust Hyperspectral Image Classification
De-Kai Li, U. Bhatti, Meng-Xing Huang, L. Bruzzone +1 more
2026IEEE Transactions on Geoscience and Remote Sensing48 citations
Semantic Scholar
Radar evidence of an accessible cave conduit on the Moon below the Mare Tranquillitatis pit
L. Carrer, Riccardo Pozzobon, Francesco Sauro, Davide Castelletti +2 more
2024Nature Astronomy46 citations
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A Novel Approach to Incomplete Multimodal Learning for Remote Sensing Data Fusion
Yu-Xing Chen, Mao-Fan Zhao, L. Bruzzone
2024IEEE Transactions on Geoscience and Remote Sensing45 citations Open access
Semantic Scholar
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, strategies, and challenges
Lei Ding, Dan-Feng Hong, Mao-Fan Zhao, Hongruixuan Chen +5 more
2025IEEE Geoscience and Remote Sensing Magazine42 citations Open access
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Beyond Pixel-Level Annotation: Exploring Self-Supervised Learning for Change Detection With Image-Level Supervision
Mao-Fan Zhao, Xinli Hu, Lin-Lin Zhang, Qing-Yan Meng +2 more
2024IEEE Transactions on Geoscience and Remote Sensing41 citations Open access
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Characterization of the Surfaces and Near-Surface Atmospheres of Ganymede, Europa and Callisto by JUICE
F. Tosi, T. Roatsch, A. Galli, E. Hauber +43 more
2024Space Science Reviews41 citations Open access
Semantic Scholar
Design and Verification of a Low-Cost Multispectral Camera for Precision Agriculture Application
Marko Barjaktarović, Massimo Santoni, L. Bruzzone
2024IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing33 citations Open access
Semantic Scholar
Content-Guided Spatial–Spectral Integration Network for Change Detection in HR Remote Sensing Images
Yunlong Liu, Feng Zhang, Shan-Xin Zhang, Kai Zhang +2 more
2024IEEE Transactions on Geoscience and Remote Sensing30 citations Open access
Semantic Scholar
REST: Holistic Learning for End-to-End Semantic Segmentation of Whole-Scene Remote Sensing Imagery
Wei Chen, L. Bruzzone, Bo Dang, Yuan Gao +4 more
2025IEEE Transactions on Pattern Analysis and Machine Intelligence24 citations Open access
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Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification
Yong-Jie Zheng, Si-Cong Liu, Hao Chen, L. Bruzzone
2024IEEE Transactions on Geoscience and Remote Sensing24 citations
Semantic Scholar
Mapping and Analyzing the Spatiotemporal Patterns and Drivers of Multiple Ecosystem Services: A Case Study in the Yangtze and Yellow River Basins
Yuanhe Yu, Zhou-Xuan Xiao, L. Bruzzone, Huan Deng
2024Remote Sensing23 citations Open access
Semantic Scholar
CrossDiff: Exploring Self-SupervisedRepresentation of Pansharpening via Cross-Predictive Diffusion Model
Yinghui Xing, Litao Qu, Shi-Zhou Zhang, Kai Zhang +2 more
2024IEEE Transactions on Image Processing23 citations Open access
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Modeling structural information for building extraction with morphological attribute filters
M. Mura, J. Benediktsson, L. Bruzzone
2009Remote Sensing22 citations
Semantic Scholar
Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models
Jing Zhang, Lei Ding, Ting-Yuan Zhou, Jian Wang +2 more
2025IEEE Transactions on Geoscience and Remote Sensing21 citations Open access
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Generation of country-scale canopy height maps over Gabon using deep learning and TanDEM-X InSAR data
Daniel Carcereri, P. Rizzoli, Luca Dell’Amore, J. Bueso-Bello +2 more
2024Remote Sensing of Environment17 citations Open access
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Dual-Branch CNN Incorporating Multiscale SVD Profile for PolSAR Image Classification
Nabajyoti Das, Amos Bortiew, Swarnajyoti Patra, L. Bruzzone
2024IEEE Transactions on Geoscience and Remote Sensing16 citations Open access
Semantic Scholar
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation
Xu-Ming Zhang, Naoto Yokoya, Xing-Fa Gu, Qing-Jiu Tian +1 more
2024IEEE Transactions on Geoscience and Remote Sensing16 citations Open access
Semantic Scholar
Multiannual Change Detection Using a Weakly Supervised 3-D CNN in HR SITS
K. Meshkini, F. Bovolo, L. Bruzzone
2024IEEE Geoscience and Remote Sensing Letters14 citations
Semantic Scholar
High-Resolution Global Land Cover Maps and Their Assessment Strategies
Qiongjie Xu, V. Yordanov, L. Bruzzone, M. Brovelli
2025ISPRS Int. J. Geo Inf.13 citations Open access
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ELunarDTMNet: Efficient Reconstruction of High-Resolution Lunar DTM From Single-View Orbiter Images
Hao Chen, P. Gläser, Xuan-Yu Hu, Konrad Willner +4 more
2024IEEE Transactions on Geoscience and Remote Sensing13 citations Open access
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DRFormer: Learning Disentangled Representation for Pan-Sharpening via Mutual Information- Based Transformer
Feng Zhang, Kai Zhang, Jian-De Sun, Jian Wang +1 more
2024IEEE Transactions on Geoscience and Remote Sensing13 citations Open access
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MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping
Hui Zhao, Si-Cong Liu, Xiao-Hua Tong, Qian Du +4 more
2024IEEE Transactions on Geoscience and Remote Sensing13 citations Open access
Semantic Scholar
MixCDNet: A Lightweight Change Detection Network Mixing Features Across CNN and Transformer
Linlin Wang, Jun-Ping Zhang, L. Bruzzone
2024IEEE Transactions on Geoscience and Remote Sensing13 citations Open access
Semantic Scholar
LUnar Geology Orbiter concept to study lunar Irregular Mare patches and lava tubes from orbit
Petr Brož, S. Poppe, Kimberly Sofge, M. Stárek +20 more
2025Acta Astronautica11 citations Open access
Semantic Scholar
Transfer-Aware Graph U-Net with Cross-Level Interactions for PolSAR Image Semantic Segmentation
Shijie Ren, Feng Zhou, L. Bruzzone
2024Remote Sensing11 citations Open access
Semantic Scholar
SHIFT: Scribble-Driven Hybrid Iterative Feature Tracker for Multimodal Remote Sensing Image Change Detection
Yong-Jie Zheng, Si-Cong Liu, L. Bruzzone
2025IEEE Transactions on Geoscience and Remote Sensing8 citations
Semantic Scholar
The “Analogs for VENus' GEologically Recent Surfaces” (AVENGERS) Initiative: Using Terrestrial Analogs to Study Recent Volcano‐Tectonic Activity on Venus and Inform the Characterization of Terrestrial Exoplanets
P. D'Incecco, J. Filiberto, J. B. Garvin, G. Arney +52 more
2025Journal of Geophysical Research - Planets7 citations Open access
Semantic Scholar
An Approach to Semantic Segmentation of Radar Sounder Data Based on Unsupervised Random Walks and User-Guided Label Propagation
Jordy Dal Corso, L. Bruzzone
2024IEEE Transactions on Geoscience and Remote Sensing7 citations Open access
Semantic Scholar
SM-HAD: Spectrum Mamba for Hyperspectral Anomaly Detection
Tanishq Rachamalla, Aryan Das, Swalpa Kumar Roy, Swagatam Das +1 more
2026IEEE Transactions on Geoscience and Remote Sensing5 citations
Semantic Scholar
MSCD-Net: From Unimodal to Multimodal Semantic Change Detection
Jian Wang, Hong Xie, Li Yan, Ting-Yuan Zhou +4 more
2025IEEE Transactions on Geoscience and Remote Sensing5 citations Open access
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Wavelet-Based Deep Generative Framework for Super Resolution of Low-Resolution Labeled Maps and Weak-Supervised Learning
Abhishek Singh, L. Bruzzone
2025IEEE Transactions on Geoscience and Remote Sensing5 citations Open access
Semantic Scholar
Component adaptive sparse representation for hyperspectral image classification
Amos Bortiew, Swarnajyoti Patra, L. Bruzzone
2024Soft Computing - A Fusion of Foundations, Methodologies and Applications5 citations
Semantic Scholar
An Adaptive Pseudo-Labeled Sample Generation Approach to Unsupervised Multiclass Change Detection in Bitemporal Remote Sensing Images
Si-Cong Liu, Ke-Cheng Du, L. Bruzzone, Qian Du +2 more
2026IEEE Transactions on Geoscience and Remote Sensing4 citations
Semantic Scholar
A Lightweight Wavelet-Aligned Difference and Mask-Guided Fusion Network for Change Detection
Yuting Liu, Shi-Hua Li, L. Bruzzone
2026IEEE Transactions on Geoscience and Remote Sensing4 citations
Semantic Scholar
Radar-based observation of a lava tube on Venus
L. Carrer, Elena Diana, L. Bruzzone
2026Nature Communications4 citations Open access
Semantic Scholar
Stepwise Deep Feature Transfer Model for Martian Landform Mapping With Small Number of Labeled Samples
Hui Zhao, Si-Cong Liu, Xiao-Hua Tong, Qian Du +6 more
2025IEEE Transactions on Geoscience and Remote Sensing4 citations Open access
Semantic Scholar
A Spatially Aware Few-Shot Approach to Classification of Radar Sounder Data
Milkisa T Yebasse, L. Bruzzone
2025IEEE Transactions on Geoscience and Remote Sensing4 citations
Semantic Scholar
Scribble-Guided Structural Regression Fusion for Multimodal Remote Sensing Change Detection
Yong-Jie Zheng, Si-Cong Liu, L. Bruzzone
2025IEEE Geoscience and Remote Sensing Letters4 citations
Semantic Scholar
A Method for the Characterization of the Interior of Pits From Single Spaceborne SAR Images
L. Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro +1 more
2024IEEE Geoscience and Remote Sensing Letters4 citations Open access
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On the Potential of Orbital VHF Sounding Radars to Locate Shallow Aquifers in Arid Areas Using Reflectometry
S. Thakur, E. Heggy, M. Haynes, E. Palmer +1 more
2024IEEE Geoscience and Remote Sensing Letters4 citations Open access
Semantic Scholar
Super-Resolution of Radargrams With a Generative Deep Learning Model
Elena Donini, L. Bruzzone, F. Bovolo
2024IEEE Transactions on Geoscience and Remote Sensing4 citations
Semantic Scholar
Multiscale Hierarchical Losses to Preserve Hidden-Layer Features for Unsupervised Change Detection
L. Bergamasco, F. Bovolo, L. Bruzzone
2024IEEE Transactions on Geoscience and Remote Sensing4 citations
Semantic Scholar
Cross-Modality Adaptive Feature Fusion for Multitype and Multiscale Impact Craters Identification on Mars
Chen Yang, Minghao Zhao, L. Bruzzone, Renchu Guan +1 more
2025IEEE Transactions on Geoscience and Remote Sensing3 citations Open access
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From Traditional to Foundation Models: A Survey for Land Use and Land Cover Hyperspectral Image Classification
R. Vaddi, Boggavarapu Phaneendra Kumar Lakshmi Narasimha, Soma Mitra, Sushmita Mitra +2 more
2025WIREs Data Mining and Knowledge Discovery3 citations
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S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images
Lei Ding, Xibing Zuo, Dan-Feng Hong, Hai-Tao Guo +3 more
2025arXiv.org3 citations
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Glob-Diffusion: A Global Consistent Diffusion Model for Large-Scale Image Generation
Yu-Han Kang, Heng-Can Shi, Hao Liu, Wei-Ying Xie +2 more
2026IEEE transactions on circuits and systems for video technology (Print)2 citations
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PAdaptCD: Progressive Adaptive Thresholding and Bitemporal Image Augmentation for Semisupervised Change Detection
Linlin Wang, Jun-Ping Zhang, Dong Chen, L. Bruzzone
2025IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2 citations Open access
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Antum Crater: A Window Into Ganymede's Icy Evolution
F. Tosi, Federico Colaiuta, V. Galluzzi, E. Martellato +6 more
2025Journal of Geophysical Research - Planets2 citations Open access
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