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Lorenzo Bruzzone
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- affiliation: University of Trento, Italy
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2020 – today
- 2024
- [j349]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: 505-521 (2024) - [j348]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: 1-5 (2024) - [j347]Alberto Frizzera, Massimo Santoni, Lorenzo Bruzzone:
Multiobjective Optimization of Radar Acquisition Parameters in Flyby Scenarios of Planetary Missions. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j346]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: 1-5 (2024) - [j345]Kunal Pradhan, Swarnajyoti Patra, Lorenzo Bruzzone:
Extended Semantic Edge-Aware Filtering Profile for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j344]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): 411 (2024) - [j343]Shijie Ren, Feng Zhou, Lorenzo Bruzzone:
Transfer-Aware Graph U-Net with Cross-Level Interactions for PolSAR Image Semantic Segmentation. Remote. Sens. 16(8): 1428 (2024) - [j342]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: 6945-6957 (2024) - [j341]Luca Bergamasco, Francesca Bovolo, Lorenzo Bruzzone:
Multiscale Hierarchical Losses to Preserve Hidden-Layer Features for Unsupervised Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j340]Yuxing Chen, Lorenzo Bruzzone:
Unsupervised CD in Satellite Image Time Series by Contrastive Learning and Feature Tracking. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j339]Yuxing Chen, Maofan Zhao, Lorenzo Bruzzone:
A Novel Approach to Incomplete Multimodal Learning for Remote Sensing Data Fusion. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j338]Jordy Dal Corso, Lorenzo Bruzzone:
An Approach to Semantic Segmentation of Radar Sounder Data Based on Unsupervised Random Walks and User-Guided Label Propagation. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j337]Nabajyoti Das, Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone:
Dual-Branch CNN Incorporating Multiscale SVD Profile for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j336]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: 1-14 (2024) - [j335]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: 1-11 (2024) - [j334]Elena Donini, Lorenzo Bruzzone, Francesca Bovolo:
Super-Resolution of Radargrams With a Generative Deep Learning Model. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j333]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: 1-16 (2024) - [j332]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: 1-12 (2024) - [j331]Linlin Wang, Junping Zhang, Lorenzo Bruzzone:
MixCDNet: A Lightweight Change Detection Network Mixing Features Across CNN and Transformer. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j330]Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone:
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j329]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: 1-15 (2024) - [j328]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: 1-16 (2024) - [j327]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: 1-16 (2024) - [j326]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: 1-14 (2024) - [j325]Yinghui Xing, Litao Qu, Shizhou Zhang, Kai Zhang, Yanning Zhang, Lorenzo Bruzzone:
CrossDiff: Exploring Self-SupervisedRepresentation of Pansharpening via Cross-Predictive Diffusion Model. IEEE Trans. Image Process. 33: 5496-5509 (2024) - [c238]Sanchari Thakur, Lorenzo Bruzzone:
Detecting Near-Surface Melt-Water and Basal Ice-Water Interfaces by VHF Radar Sounder Data. IGARSS 2024: 45-48 - [c237]Gianmarco Perantoni, Giulio Weikmann, Lorenzo Bruzzone:
Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models. IGARSS 2024: 941-945 - [c236]Daniel Carcereri, Paola Rizzoli, Luca Dell'Amore, José-Luis Bueso-Bello, Dino Ienco, Lorenzo Bruzzone:
Country-Scale Mapping of Forest Parameters Using Deep Learning and Tandem-X Insar Data. IGARSS 2024: 2279-2284 - [c235]Michele Dalponte, Riccardo Sassi, Damiano Gianelle, Lorenzo Bruzzone, Daniele Marinelli:
Exploring the Detection of Bark Beetle Attacks in Norway Spruce Forests in Sentinel-1 Image Time Series. IGARSS 2024: 5260-5263 - [c234]Abhishek Singh, Giulio Weikmann, Lorenzo Bruzzone:
A Spectrally Regulated Convolution-Based Network for Crop-Mapping with Hyperspectral Images. IGARSS 2024: 7888-7892 - [c233]Jordy Dal Corso, Lorenzo Bruzzone:
Radargrams as Sequences: A Method for The Semantic Segmentation of Radar Sounder Data. IGARSS 2024: 8179-8183 - [c232]Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone:
A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection. IGARSS 2024: 8830-8834 - [c231]Ludovica Maria Beati, Marco Cortellazzi, Lorenzo Bruzzone:
Analysis of the Detectability of Lava Flow Formations on Venus by Subsurface Radar Sounding Simulations. IGARSS 2024: 10992-10996 - [i22]Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone:
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation. CoRR abs/2406.17679 (2024) - 2023
- [j324]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: 103345 (2023) - [j323]Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone:
Active Learning for Hyperspectral Image Classification Using Kernel Sparse Representation Classifiers. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j322]Abhishek Singh, Lorenzo Bruzzone:
WIANet: A Wavelet-Inspired Attention-Based Convolution Neural Network for Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j321]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: 1-5 (2023) - [j320]Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone:
An Attention-Enhanced Feature Fusion Network (AeF2N) for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j319]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: 2147-2162 (2023) - [j318]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: 3442-3454 (2023) - [j317]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: 6758-6775 (2023) - [j316]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: 8334-8352 (2023) - [j315]Leonardo Carrer, Lorenzo Bruzzone:
Analysis of Lava Tubes' Roughness and Radar Near-Nadir Regime Backscattering Properties. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j314]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: 1-11 (2023) - [j313]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: 1-14 (2023) - [j312]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: 1-19 (2023) - [j311]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: 1-17 (2023) - [j310]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: 1-17 (2023) - [j309]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: 1-16 (2023) - [j308]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: 1-15 (2023) - [j307]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: 1-15 (2023) - [j306]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): 8195-8209 (2023) - [c230]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: 9-16 - [c229]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: 749-756 - [c228]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: 1380-1383 - [c227]Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone:
Potential of Deep Learning for Forest Height Estimation from Tandem-X Bistatic Insar Data. IGARSS 2023: 1481-1484 - [c226]Yuxing Chen, Lorenzo Bruzzone:
Toward Open-World Semantic Segmentation of Remote Sensing Images. IGARSS 2023: 5045-5048 - [c225]Abhishek Singh, Lorenzo Bruzzone:
Refining Land-Cover Weak Labels Using a Discrete Wavelet Transform Inspired Deep Adversarial Model. IGARSS 2023: 5387-5390 - [c224]Jing Zhang, Lei Ding, Lorenzo Bruzzone:
Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images. IGARSS 2023: 5503-5506 - [c223]Elena Donini, Alessandro Zuech, Lorenzo Bruzzone, Francesca Bovolo:
Deep Learning for Unsupervised Denoising of Radar Sounder Data. IGARSS 2023: 7804-7807 - [c222]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: 8315-8318 - [i21]Yuxing Chen, Lorenzo Bruzzone:
Unsupervised CD in satellite image time series by contrastive learning and feature tracking. CoRR abs/2304.11375 (2023) - [i20]Yuxing Chen, Maofan Zhao, Lorenzo Bruzzone:
Incomplete Multimodal Learning for Remote Sensing Data Fusion. CoRR abs/2304.11381 (2023) - [i19]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 abs/2309.01429 (2023) - [i18]Houcai Guo, Dingqi Ye, Lorenzo Bruzzone:
OBSUM: An object-based spatial unmixing model for spatiotemporal fusion of remote sensing images. CoRR abs/2310.09517 (2023) - 2022
- [j305]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: 1-5 (2022) - [j304]Daniele Marinelli, Nicholas C. Coops, Douglas K. Bolton, Lorenzo Bruzzone:
Forest Change Detection in Lidar Data Based on Polar Change Vector Analysis. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j303]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: 1-5 (2022) - [j302]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: 1-5 (2022) - [j301]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: 1-5 (2022) - [j300]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: 1-5 (2022) - [j299]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: 1-5 (2022) - [j298]Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone:
Change Detection in Image Time-Series Using Unsupervised LSTM. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j297]Abhishek Singh, Lorenzo Bruzzone:
SIGAN: Spectral Index Generative Adversarial Network for Data Augmentation in Multispectral Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j296]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: 1-5 (2022) - [j295]Sanchari Thakur, Leonardo Carrer, Lorenzo Bruzzone:
Analysis of Earth's Ionosphere Effects on Englacial Layering Detectability in Spaceborne Radar Sounders Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j294]Wei Yao, Cheng Lian, Lorenzo Bruzzone:
A CNN Ensemble Based on a Spectral Feature Refining Module for Hyperspectral Image Classification. Remote. Sens. 14(19): 4982 (2022) - [j293]Sicong Liu, Francesca Bovolo, Lorenzo Bruzzone, Xiaohua Tong, Qian Du:
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 776-778 (2022) - [j292]Aravind Harikumar, Xinlian Liang, Francesca Bovolo, Lorenzo Bruzzone:
Void-Volume-Based Stem Geometric Modeling and Branch-Knot Localization in Terrestrial Laser Scanning Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3024-3040 (2022) - [j291]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: 3131-3145 (2022) - [j290]Parth Naik, Michele Dalponte, Lorenzo Bruzzone:
Generative Feature Extraction From Sentinel 1 and 2 Data for Prediction of Forest Aboveground Biomass in the Italian Alps. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4755-4771 (2022) - [j289]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: 9146-9159 (2022) - [j288]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: 1-14 (2022) - [j287]Luca Bergamasco, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone:
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j286]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: 1-15 (2022) - [j285]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: 1-13 (2022) - [j284]Yuxing Chen, Lorenzo Bruzzone:
Self-Supervised Change Detection in Multiview Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j283]Yuxing Chen, Lorenzo Bruzzone:
Self-Supervised SAR-Optical Data Fusion of Sentinel-1/-2 Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j282]Yuxing Chen, Lorenzo Bruzzone:
A Self-Supervised Approach to Pixel-Level Change Detection in Bi-Temporal RS Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j281]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: 1-14 (2022) - [j280]Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone:
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j279]Elena Donini, Francesca Bovolo, Lorenzo Bruzzone:
A Deep Learning Architecture for Semantic Segmentation of Radar Sounder Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j278]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: 1-19 (2022) - [j277]Jianming Hu, Xiyang Zhi, Shikai Jiang, Hao Tang, Wei Zhang, Lorenzo Bruzzone:
Supervised Multi-Scale Attention-Guided Ship Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j276]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: 1-14 (2022) - [j275]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: 1-13 (2022) - [j274]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: 1-16 (2022) - [j273]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: 1-14 (2022) - [j272]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: 1-17 (2022) - [j271]Gianmarco Perantoni, Lorenzo Bruzzone:
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j270]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: 1-19 (2022) - [j269]Thomas Maximillian Roberts, Andrew Romero-Wolf, Lorenzo Bruzzone, Leonardo Carrer, Sean T. Peters, Dustin M. Schroeder:
Conditioning Jovian Burst Signals for Passive Sounding Applications. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j268]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: 1-19 (2022) - [j267]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: 1-21 (2022) - [j266]