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Lorenzo Bruzzone

university of trento

100H-index
1.0KPaper Count
4.8WCitation Count
Published Papers 345
Publication Date
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Physics-Driven Semi-Supervised Classification of Earth’s Polar Basal Ice Interfaces in VHF Radar Sounder Data
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-07-23
err0
errOAAI
errSanchari Thakur; Lorenzo Bruzzone
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A spatial-spectral-frequency interactive network for multimodal remote sensing classification
errPattern Recognition
IF7.6
err2026-07-01
err0
errOAAI
errHao Liu; Yunhao Gao; Wei Li; Mingyang Zhang; Maoguo Gong; Lorenzo Bruzzone
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SGCA: A Scribble-Guided Cross-Attention framework for multimodal remote sensing change detection
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-03-21
err0
errOAAI
errYongjie Zheng; Hao Liu; Houcai Guo; Sicong Liu; Lorenzo Bruzzone
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An Adaptive Pseudo-Labeled Sample Generation Approach to Unsupervised Multiclass Change Detection in Bitemporal Remote Sensing Images
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-02-06
err0
PREAI
errSicong Liu; Kecheng Du; Lorenzo Bruzzone; Qian Du; Francesca Bovolo; Xiaohua Tong
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CLEAR: A Fast Cloud Removal Method for Optical Remote Sensing Images Combining Class-Based Linear Regression and Iterative Residual Compensation
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-01-01
err0
PREAI
errHoucai Guo; Yongjie Zheng; Hanzeyu Xu; Lorenzo Bruzzone
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Semi-Supervised Semantic Segmentation of Radar Sounder Data With Scribble Annotations
errIEEE Geoscience and Remote Sensing Letters
IF4.4
err2026-01-01
err0
PREAI
errMilkisa T. Yebasse; Lorenzo Bruzzone
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HyPyraMamba: A Pyramid Spectral Attention and Mamba-Based Architecture for Robust Hyperspectral Image Classification
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-01-01
err0
PREAI
errDekai Li; Uzair Aslam Bhatti; Mengxing Huang; Lorenzo Bruzzone; Jiaxin Li
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From Traditional to Foundation Models: A Survey for Land Use and Land Cover Hyperspectral Image Classification
errWIREs Data Mining and Knowledge Discovery
IF0
err2025-12-15
err0
PREAI
errRadhesyam Vaddi; Boggavarapu Phaneendra Kumar Lakshmi Narasimha; Soma Mitra; Sushmita Mitra; Lorenzo Bruzzone; Swalpa Kumar Roy
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errSave
Dual-Branch ViT With Polarimetric Spatial Profile for PolSAR Image Classification
errIEEE Geoscience and Remote Sensing Letters
IF4.4
err2025-12-12
err0
PREAI
errNabajyoti Das; Swarnajyoti Patra; Lorenzo Bruzzone
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Saliency-Guided Feature Mining Network for Multi-Scale Fine-Grained Scene Classification in Remote Sensing Image Archives
errIEEE Geoscience and Remote Sensing Letters
IF4.4
err2025-11-28
err0
errOAAI
errDevika Revikumar; Akshara Preethy Byju; Lorenzo Bruzzone
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Antum Crater: A Window Into Ganymede's Icy Evolution
errJournal of Geophysical Research: Planets
IF0
err2025-10-08
err0
errOAAI
errFederico Tosi; Federico Colaiuta; Valentina Galluzzi; Elena Martellato; Francesca Zambon; Katrin Stephan; Namitha R. Baby; Lorenzo Bruzzone; Pasquale Palumbo; Giuseppe Piccioni
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Multiscale rank-1 spectral-spatial features for hyperspectral image classification
errREMOTE SENSING LETTERS
IF1.5
err2025-10-03
err0
PREAI
errBortiew, Amos; Patra, Swarnajyoti; Bruzzone, Lorenzo
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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
errJournal of Geophysical Research: Planets
IF0
err2025-09-15
err0
errOAAI
errP. D’Incecco; J. Filiberto; J. B. Garvin; G. N. Arney; S. A. Getty; E. Kohler; L. M. Zelenyi; L. V. Zasova; O. I. Korablev; M. A. Ivanov; J. W. Head; D. A. Gorinov; S. Bhattacharya; S. S. Bhiravarasu; D. Putrevu; I. López; R. Ghail; P. Mason; J. Brossier; C. Monaco; S. Branca; R. A. Corsaro; D. Trang; J. R. Crandall; N. Mari; M. Blackett; G. Komatsu; A. Kosenkova; I. Flynn; S. Aveni; N. Lang; B. J. Thomson; I. Pagano; S. Cassisi; G. Eggers; R. E. Ernst; H. El Bilali; T. Kremic; J. Lustig-Yaeger; N. Izenberg; L. Bruzzone; M. El Yazidi; E. Ferroni; D. Coero Borga; C. Badia; S. Parisini; G. Fiasconaro; S. Cussini; M. Dolci; E. Brocato; G. Gallardo i Peres; N. Davidova; S. Kane; C. Ostberg; V. Ortega-Ramos; G. Di Achille
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REST: Holistic Learning for End-to-End Semantic Segmentation of Whole-Scene Remote Sensing Imagery
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-12
err0
PREAI
errWei Chen; Lorenzo Bruzzone; Bo Dang; Yuan Gao; Youming Deng; Jin-Gang Yu; Liangqi Yuan; Yansheng Li
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Magnetosphere and Plasma Science with the Jupiter Icy Moons Explorer
errSPACE SCIENCE REVIEWS
IF7.4
err2025-03-03
err0
errOAAI
errMasters, A.; Modolo, R.; Roussos, E.; Krupp, N.; Witasse, O.; Vallat, C.; Cecconi, B.; Edberg, N. J. T.; Futaana, Y.; Galand, M.; Heyner, D.; Holmberg, M.; Huybrighs, H.; Jia, X.; Khurana, K.; Lamy, L.; Roth, L.; Sulaiman, A.; Tortora, P.; Barabash, S.; Bruzzone, L.; Dougherty, M. K.; Gladstone, R.; Gurvits, L. I.; Hartogh, P.; Hussmann, H.; Iess, L.; Poulet, F.; Wahlund, J. -e.; Andrews, D. J.; Arridge, C. S.; Bagenal, F.; Baskevitch, C.; Bergman, J.; Bocanegra, T. M.; Brandt, P.; Bunce, E. J.; Clark, G.; Coates, A. J.; Galanti, E.; Galli, A.; Grodent, D.; Jones, G.; Kasaba, Y.; Kaspi, Y.; Katoh, Y.; Kaweeyanun, N.; Khotyaintsev, Y.; Kimura, T.; Kollmann, P.; Mitchell, D.; Moirano, A.; Calves, G. Molera; Morooka, M.; Mueller-Wodarg, I. C. F.; Munoz, C.; Mura, A.; Paetzold, M.; Pinto, M.; Plainaki, C.; Retherford, K. D.; Retino, A.; Rothkaehl, H.; Santolik, O.; Saur, J.; Wieser, G. Stenberg; Tsuchiya, F.; Volwerk, M.; Vorburger, A.; Wurz, P.; Zannoni, M.
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Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2025-02-01
err3
errOAAI
errPeng, Daifeng; Liu, Xuelian; Zhang, Yongjun; Guan, Haiyan; Li, Yansheng; Bruzzone, Lorenzo
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errSave
Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errZhang, Jing; Ding, Lei; Zhou, Tingyuan; Wang, Jian; Atkinson, Peter M.; Bruzzone, Lorenzo
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errSave
SHIFT: Scribble-Driven Hybrid Iterative Feature Tracker for Multimodal Remote Sensing Image Change Detection
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errYongjie Zheng; Sicong Liu; Lorenzo Bruzzone
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errSave
Stepwise Deep Feature Transfer Model for Martian Landform Mapping With Small Number of Labeled Samples
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errHui Zhao; Sicong Liu; Xiaohua Tong; Qian Du; Lorenzo Bruzzone; Huan Xie; Yongjiu Feng; Kecheng Du; Jie Zhang; Yonggang Xiong
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errSave
PAdaptCD: Progressive Adaptive Thresholding and Bitemporal Image Augmentation for Semisupervised Change Detection
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errLinlin Wang; Junping Zhang; Dong Chen; Lorenzo Bruzzone
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Research Directions

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