Lorenzo Bruzzone

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 363

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IGARSS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Mohanad Albughdadi, Vasileios Baousis, Omar Barrilero, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, Michele Lazzarini, Adrian Luna, Alexandros Nousias, Christos Perentis, George Petrakis, Dharmen Punjani, David Röbl, George Stamoulis, Eleni Tsalapati, Indre Urbanaviciute, Giulio Weikmann, Xenia Ziouvelou, Marcin Ziólkowski, Manolis Koubarakis, Vangelis Karkaletsis
European AI and EO convergence via a novel community-driven framework for data-intensive innovation. Future Gener. Comput. Syst. 160 (2024)
Lei Ding, Jing Zhang, Haitao Guo, Kai Zhang, Bing Liu, Lorenzo Bruzzone
Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Feng Zhang, Kai Zhang, Jiande Sun, Jian Wang, Lorenzo Bruzzone
DRFormer: Learning Disentangled Representation for Pan-Sharpening via Mutual Information- Based Transformer. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Elena Donini, Lorenzo Bruzzone, Francesca Bovolo
Super-Resolution of Radargrams With a Generative Deep Learning Model. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
A Method for the Characterization of the Interior of Pits From Single Spaceborne SAR Images. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Alberto Frizzera, Massimo Santoni, Lorenzo Bruzzone
Multiobjective Optimization of Radar Acquisition Parameters in Flyby Scenarios of Planetary Missions. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Yongjie Zheng, Sicong Liu, Hao Chen, Lorenzo Bruzzone
Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
Multiannual Change Detection Using a Weakly Supervised 3-D CNN in HR SITS. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone
Adapting Segment Anything Model for Change Detection in VHR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yunlong Liu, Feng Zhang, Shanxin Zhang, Kai Zhang, Jiande Sun, Lorenzo Bruzzone
Content-Guided Spatial-Spectral Integration Network for Change Detection in HR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shijie Ren, Feng Zhou, Lorenzo Bruzzone
Transfer-Aware Graph U-Net with Cross-Level Interactions for PolSAR Image Semantic Segmentation. Remote. Sens. 16 (8) (2024)
Kunal Pradhan, Swarnajyoti Patra, Lorenzo Bruzzone
Extended Semantic Edge-Aware Filtering Profile for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Khatereh Meshkini, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
Multiannual Change Detection in Long and Dense Satellite Image Time Series Based on Dynamic Time Warping. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuxing Chen, Lorenzo Bruzzone
Unsupervised CD in Satellite Image Time Series by Contrastive Learning and Feature Tracking. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation. CoRR (2024)
Maofan Zhao, Xinli Hu, Linlin Zhang, Qingyan Meng, Yuxing Chen, Lorenzo Bruzzone
Beyond Pixel-Level Annotation: Exploring Self-Supervised Learning for Change Detection With Image-Level Supervision. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Marko Barjaktarovic, Massimo Santoni, Lorenzo Bruzzone
Design and Verification of a Low-Cost Multispectral Camera for Precision Agriculture Application. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yuxing Chen, Maofan Zhao, Lorenzo Bruzzone
A Novel Approach to Incomplete Multimodal Learning for Remote Sensing Data Fusion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuanhe Yu, Zhouxuan Xiao, Lorenzo Bruzzone, Huan Deng
Mapping and Analyzing the Spatiotemporal Patterns and Drivers of Multiple Ecosystem Services: A Case Study in the Yangtze and Yellow River Basins. Remote. Sens. 16 (2) (2024)
Maofan Zhao, Qingyan Meng, Linlin Zhang, Xinli Hu, Lorenzo Bruzzone
Local and Long-Range Collaborative Learning for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
Advances in The Characterization of Caves From Spaceborne X-Band VHR Sar Images. IGARSS (2023)
Yuxing Chen, Lorenzo Bruzzone
Toward Open-World Semantic Segmentation of Remote Sensing Images. IGARSS (2023)
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
A Deep Learning Framework for the Estimation of Forest Height From Bistatic TanDEM-X Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xuming Zhang, Yuanchao Su, Lianru Gao, Lorenzo Bruzzone, Xingfa Gu, Qingjiu Tian
A Lightweight Transformer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Renchu Guan, Mingming Wang, Lorenzo Bruzzone, Haishi Zhao, Chen Yang
Lightweight Attention Network for Very High-Resolution Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone
Active Learning for Hyperspectral Image Classification Using Kernel Sparse Representation Classifiers. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Kai Zhang, Anfei Wang, Feng Zhang, Wenbo Wan, Jiande Sun, Lorenzo Bruzzone
Spatial-Spectral Dual Back-Projection Network for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lifeng Wang, Junguo Zhang, Liguo Wang, Lorenzo Bruzzone
SFFGL: A Semantic Feature Fused Global Learning Framework for Multiclass Change Detection in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Abhishek Singh, Lorenzo Bruzzone
WIANet: A Wavelet-Inspired Attention-Based Convolution Neural Network for Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Elisa Sbalchiero, Marco Cortellazzi, Sanchari Thakur, Lorenzo Bruzzone
A Dictionary-Based Integrated Simulation Approach to Model Large- and Small-Scale Coherent Surface Scattering Phenomena in Radar Sounder Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
N) for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris, Giulio Weikmann
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning. EDBT (2023)
Abhishek Singh, Lorenzo Bruzzone
Refining Land-Cover Weak Labels Using a Discrete Wavelet Transform Inspired Deep Adversarial Model. IGARSS (2023)
Giulio Weikmann, Daniele Marinelli, Claudia Paris, Silke Migdall, Eva Gleisberg, Florian Appel, Heike Bach, Jim Dowling, Lorenzo Bruzzone
Multiyear Mapping of Water Demand at Crop Level: An End-to-End Workflow Based on High-Resolution Crop Type Maps and Meteorological Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yuxing Chen, Lorenzo Bruzzone
Unsupervised CD in satellite image time series by contrastive learning and feature tracking. CoRR (2023)
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
A Novel Method for Hidden Natural Caves Characterization and Accessibility Assessment From Spaceborne VHR SAR Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yuxing Chen, Maofan Zhao, Lorenzo Bruzzone
Incomplete Multimodal Learning for Remote Sensing Data Fusion. CoRR (2023)
Zhi Sheng, Feng Zhang, Jiande Sun, Yanyan Tan, Kai Zhang, Lorenzo Bruzzone
A Unified Two-Stage Spatial and Spectral Network With Few-Shot Learning for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Elena Donini, Alessandro Zuech, Lorenzo Bruzzone, Francesca Bovolo
Deep Learning for Unsupervised Denoising of Radar Sounder Data. IGARSS (2023)
Kai Zhang, Xue Zhao, Feng Zhang, Lei Ding, Jiande Sun, Lorenzo Bruzzone
Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images. CoRR (2023)
Yansheng Li, Xinwei Li, Yongjun Zhang, Daifeng Peng, Lorenzo Bruzzone
Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Houcai Guo, Dingqi Ye, Lorenzo Bruzzone
OBSUM: An object-based spatial unmixing model for spatiotemporal fusion of remote sensing images. CoRR (2023)
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone
Potential of Deep Learning for Forest Height Estimation from Tandem-X Bistatic Insar Data. IGARSS (2023)
Luca Bergamasco, Francesca Bovolo, Lorenzo Bruzzone
A Dual-Branch Deep Learning Architecture for Multisensor and Multitemporal Remote Sensing Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Jing Zhang, Lei Ding, Lorenzo Bruzzone
Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images. IGARSS (2023)
Leonardo Carrer, Lorenzo Bruzzone
Analysis of Lava Tubes' Roughness and Radar Near-Nadir Regime Backscattering Properties. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
A Multi-Feature Hyper-Temporal Change Vector Analysis Method for Change Detection in Multi-Annual Time Series of HR Satellite Images. IGARSS (2023)
Wenxiu Diao, Feng Zhang, Jiande Sun, Yinghui Xing, Kai Zhang, Lorenzo Bruzzone
ZeRGAN: Zero-Reference GAN for Fusion of Multispectral and Panchromatic Images. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Antonis Troumpoukis, Iraklis A. Klampanos, Despina-Athanasia Pantazi, Eleni Tsalapati, Mohanad Albughdadi, Mihai Alexe, Vasileios Baousis, Omar Barrilero, Bryce Billière, Alexandra Bojor, Pedro Branco, Lorenzo Bruzzone, Andreina Chietera, Philippe Fournand, Richard Hall, David Hassan, Michele Lazzarini, Adrian Luna, Dharmen Punjani, George Stamoulis, Giulio Weikmann, Marcin Ziólkowski, Xenia Ziouvelou, Manolis Koubarakis, Vangelis Karkaletsis
Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation. BigDataService (2023)
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
Automated Machine Learning Driven Stacked Ensemble Modeling for Forest Aboveground Biomass Prediction Using Multitemporal Sentinel-2 Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Sanchari Thakur, Elisa Nicolussi Paolaz, Elisa Sbalchiero, Lorenzo Bruzzone
Analysis of Surface Clutter for Subsurface Radar Sounding on Venus. IGARSS (2022)
Abhishek Singh, Lorenzo Bruzzone
SIGAN: Spectral Index Generative Adversarial Network for Data Augmentation in Multispectral Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lifeng Wang, Liguo Wang, Lorenzo Bruzzone
A Sub-Pixel Convolution-Based Residual Network for Hyperspectral Image Change Detection. IGARSS (2022)
Yady Tatiana Solano Correa, Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone
Automatic Large-Scale Precise Mapping and Monitoring of Agricultural Fields at Country Level With Sentinel-2 SITS. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
A Triangulation-Based Technique for Tree-Top Detection in Heterogeneous Forest Structures Using High Density LiDAR Data. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Leonardo Carrer, Sanchari Thakur, Lorenzo Bruzzone
Clutter Discrimination by Estimation of Direction of Arrival in Spaceborne Distributed Radar Sounders. IGARSS (2022)
Daifeng Peng, Haiyan Guan, Yufu Zang, Lorenzo Bruzzone
Full-Level Domain Adaptation for Building Extraction in Very-High-Resolution Optical Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Luca Bergamasco, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Abhishek Singh, Lorenzo Bruzzone
Mono- and Dual-Regulated Contractive-Expansive-Contractive Deep Convolutional Networks for Classification of Multispectral Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Leonardo Carrer, Lorenzo Bruzzone
A Novel Approach to the Detection and Imaging of Candidate Martian Subglacial Water Bodies by Radar Sounder Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qingyan Meng, Maofan Zhao, Linlin Zhang, Wenxu Shi, Chen Su, Lorenzo Bruzzone
Multilayer Feature Fusion Network With Spatial Attention and Gated Mechanism for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lifeng Wang, Liguo Wang, Heng Wang, Xiaoyi Wang, Lorenzo Bruzzone
SPCNet: A Subpixel Convolution-Based Change Detection Network for Hyperspectral Images With Different Spatial Resolutions. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuxing Chen, Lorenzo Bruzzone
Self-Supervised Change Detection in Multiview Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Haishi Zhao, Fengfeng Zhou, Lorenzo Bruzzone, Renchu Guan, Chen Yang
Superpixel-Level Global and Local Similarity Graph-Based Clustering for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sanchari Thakur, Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
An Approach to the Assessment of Detectability of Subsurface Targets in Polar Ice From Satellite Radar Sounders. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Claudia Paris, Luca Gasparella, Lorenzo Bruzzone
A Scalable High-Performance Unsupervised System for Producing Large-Scale HR Land Cover Maps: The Italian Country Case Study. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Change Detection in Image Time-Series Using Unsupervised LSTM. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Elisa Sbalchiero, Sanchari Thakur, Lorenzo Bruzzone
A Method for Focusing Raw Simulated Radar Sounder Data. IGARSS (2022)
Hui Zhao, Sicong Liu, Qian Du, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sergio Povoli, Mauro di Donna, Flavia Macina, Corrado Avolio, Massimo Zavagli, Mario Costantini, Lorenzo Bruzzone
A Deep Learning Approach to Ship Detection and Characterization from Multiresolution Satellite SAR Images. IGARSS (2022)
Sanid Chirakkal, Francesca Bovolo, Arundhati Misra, Lorenzo Bruzzone, Avik Bhattacharya
Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data. IGARSS (2022)
Wei Yao, Cheng Lian, Lorenzo Bruzzone
A CNN Ensemble Based on a Spectral Feature Refining Module for Hyperspectral Image Classification. Remote. Sens. 14 (19) (2022)
Lei Ding, Jing Zhang, Kai Zhang, Haitao Guo, Bing Liu, Lorenzo Bruzzone
Joint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images. CoRR (2022)
Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone
Subsurface Cavities Characterization from X-Band VHR Spaceborne SAR Images. IGARSS (2022)
Claudia Paris, Luca Orlandi, Lorenzo Bruzzone
An Interactive Strategy for the Training Set Definition Based on Active Self-Paced Learning Implemented on a Cloud-Computing Platform. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Elena Donini, Amar Kasibovic, Miguel Hoyo García, Lorenzo Bruzzone, Francesca Bovolo
An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data. IGARSS (2022)
Liguo Wang, Lifeng Wang, Qunming Wang, Lorenzo Bruzzone
RSCNet: A Residual Self-Calibrated Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Leonardo Carrer, Sanchari Thakur, Luca Sericati, Lorenzo Bruzzone
Clutter Reduction by Estimation of Echoes Direction of Arrival in Distributed Radar Sounders in Formation Flying. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Dingqi Ye, Jian Peng, Haifeng Li, Lorenzo Bruzzone
Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Elena Donini, Leonardo Carrer, Christopher Gerekos, Lorenzo Bruzzone, Francesca Bovolo
An Unsupervised Fuzzy System for the Automatic Detection of Candidate Lava Tubes in Radar Sounder Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jian Peng, Dingqi Ye, Lorenzo Bruzzone
Asymmetric Collaborative Network: Transferable Lifelong Learning for Remote Sensing Images. IGARSS (2022)
Longfei Ren, Zheng Ma, Francesca Bovolo, Lorenzo Bruzzone
A Nonconvex Framework for Sparse Unmixing Incorporating the Group Structure of the Spectral Library. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
An Approach Based on Deep Learning for Tree Species Classification in LiDAR Data Acquired in Mixed Forest. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Elena Donini, Francesca Bovolo, Lorenzo Bruzzone
A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone
MP-ResNet: Multipath Residual Network for the Semantic Segmentation of High-Resolution PolSAR Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Jose Luis Bueso Bello, Carolina González, Stefano Puliti, Lorenzo Bruzzone
Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data. IGARSS (2022)
Elisa Sbalchiero, Sanchari Thakur, Lorenzo Bruzzone
A Range-Doppler Method for Focusing Radar Sounder Data Generated by Coherent Electromagnetic Simulators. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Massimo Zanetti, Sudipan Saha, Daniele Marinelli, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini, Francesca Bovolo, Lorenzo Bruzzone
A System for Burned Area Detection on Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuxing Chen, Lorenzo Bruzzone
AN Approach Based on Contrastive Learning and Vector Quantization to the Unsupervised Land-Cover Segmentation of Multimodal Images. IGARSS (2022)
Kai Zhang, Anfei Wang, Feng Zhang, Wenxiu Diao, Jiande Sun, Lorenzo Bruzzone
Spatial and Spectral Extraction Network With Adaptive Feature Fusion for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuxing Chen, Lorenzo Bruzzone
A Self-Supervised Approach to Pixel-Level Change Detection in Bi-Temporal RS Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Xiao Xiang Zhu, Lorenzo Bruzzone
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images. IEEE Trans. Image Process. 31 (2022)
Haohao Ren, Xuelian Yu, Lorenzo Bruzzone, Yukun Zhang, Lin Zou, Xuegang Wang
A Bayesian Approach to Active Self-Paced Deep Learning for SAR Automatic Target Recognition. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)

Lorenzo Bruzzone.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Lorenzo Bruzzone