| 2024 | IGARSS | Bayesian Modelling of Multi-Year Crop Type Classification Using Deep Neural Networks and Hidden Markov Models. | Gianmarco Perantoni, Giulio Weikmann, Lorenzo Bruzzone |
| 2024 | IGARSS | A Spectrally Regulated Convolution-Based Network for Crop-Mapping with Hyperspectral Images. | Abhishek Singh, Giulio Weikmann, Lorenzo Bruzzone |
| 2024 | IGARSS | Detecting Near-Surface Melt-Water and Basal Ice-Water Interfaces by VHF Radar Sounder Data. | Sanchari Thakur, Lorenzo Bruzzone |
| 2024 | IGARSS | A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection. | Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone |
| 2024 | IGARSS | Analysis of the Detectability of Lava Flow Formations on Venus by Subsurface Radar Sounding Simulations. | Ludovica Maria Beati, Marco Cortellazzi, Lorenzo Bruzzone |
| 2024 | IGARSS | Country-Scale Mapping of Forest Parameters Using Deep Learning and Tandem-X Insar Data. | Daniel Carcereri, Paola Rizzoli, Luca Dell'Amore, Jos-Luis Bueso-Bello, Dino Ienco, Lorenzo Bruzzone |
| 2024 | IGARSS | Radargrams as Sequences: A Method for The Semantic Segmentation of Radar Sounder Data. | Jordy Dal Corso, Lorenzo Bruzzone |
| 2024 | IGARSS | Exploring the Detection of Bark Beetle Attacks in Norway Spruce Forests in Sentinel-1 Image Time Series. | Michele Dalponte, Riccardo Sassi, Damiano Gianelle, Lorenzo Bruzzone, Daniele Marinelli |
| 2023 | EDBT | ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning. | Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris, Giulio Weikmann |
| 2023 | IGARSS | A Multi-Feature Hyper-Temporal Change Vector Analysis Method for Change Detection in Multi-Annual Time Series of HR Satellite Images. | Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone |
| 2023 | IGARSS | Refining Land-Cover Weak Labels Using a Discrete Wavelet Transform Inspired Deep Adversarial Model. | Abhishek Singh, Lorenzo Bruzzone |
| 2023 | IGARSS | Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images. | Jing Zhang, Lei Ding, Lorenzo Bruzzone |
| 2023 | IGARSS | Potential of Deep Learning for Forest Height Estimation from Tandem-X Bistatic Insar Data. | Daniel Carcereri, Paola Rizzoli, Dino Ienco, Lorenzo Bruzzone |
| 2023 | IGARSS | Advances in The Characterization of Caves From Spaceborne X-Band VHR Sar Images. | Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone |
| 2023 | IGARSS | Toward Open-World Semantic Segmentation of Remote Sensing Images. | Yuxing Chen, Lorenzo Bruzzone |
| 2023 | IGARSS | Deep Learning for Unsupervised Denoising of Radar Sounder Data. | Elena Donini, Alessandro Zuech, Lorenzo Bruzzone, Francesca Bovolo |
| 2022 | IGARSS | Asymmetric Collaborative Network: Transferable Lifelong Learning for Remote Sensing Images. | Jian Peng, Dingqi Ye, Lorenzo Bruzzone |
| 2022 | IGARSS | A Deep Learning Approach to Ship Detection and Characterization from Multiresolution Satellite SAR Images. | Sergio Povoli, Mauro di Donna, Flavia Macina, Corrado Avolio, Massimo Zavagli, Mario Costantini, Lorenzo Bruzzone |
| 2022 | IGARSS | A Method for Focusing Raw Simulated Radar Sounder Data. | Elisa Sbalchiero, Sanchari Thakur, Lorenzo Bruzzone |
| 2022 | IGARSS | Data Augmentation Through Spectrally Controlled Adversarial Networks for Classification of Multispectral Remote Sensing Images. | Abhishek Singh, Lorenzo Bruzzone |
| 2022 | IGARSS | Analysis of Surface Clutter for Subsurface Radar Sounding on Venus. | Sanchari Thakur, Elisa Nicolussi Paolaz, Elisa Sbalchiero, Lorenzo Bruzzone |
| 2022 | IGARSS | A Sub-Pixel Convolution-Based Residual Network for Hyperspectral Image Change Detection. | Lifeng Wang, Liguo Wang, Lorenzo Bruzzone |
| 2022 | IGARSS | Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data. | Daniel Carcereri, Paola Rizzoli, Dino Ienco, Jos-Luis Bueso-Bello, Carolina Gonzlez, Stefano Puliti, Lorenzo Bruzzone |
| 2022 | IGARSS | Subsurface Cavities Characterization from X-Band VHR Spaceborne SAR Images. | Leonardo Carrer, Davide Castelletti, Riccardo Pozzobon, Francesco Sauro, Lorenzo Bruzzone |
| 2022 | IGARSS | Clutter Discrimination by Estimation of Direction of Arrival in Spaceborne Distributed Radar Sounders. | Leonardo Carrer, Sanchari Thakur, Lorenzo Bruzzone |
| 2022 | IGARSS | AN Approach Based on Contrastive Learning and Vector Quantization to the Unsupervised Land-Cover Segmentation of Multimodal Images. | Yuxing Chen, Lorenzo Bruzzone |
| 2022 | IGARSS | Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data. | Sanid Chirakkal, Francesca Bovolo, Arundhati Misra, Lorenzo Bruzzone, Avik Bhattacharya |
| 2022 | IGARSS | An Unsupervised Deep Learning Method for the Super-Resolution of Radar Sounder Data. | Elena Donini, Amar Kasibovic, Miguel Hoyo Garca, Lorenzo Bruzzone, Francesca Bovolo |
| 2021 | IGARSS | An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN. | Khatereh Meshkini, Francesca Bovolo, Lorenzo Bruzzone |
| 2021 | IGARSS | A Disentangled Variational Autoencoder for Prediction of Above Ground Biomass from Hyperspectral Data. | Parth Naik, Michele Dalponte, Lorenzo Bruzzone |
| 2021 | IGARSS | An Approach Based on Low Resolution Land-Cover-Maps and Domain Adaptation to Define Representative Training Sets at Large Scale. | Iwona Podsiadlo, Claudia Paris, Lorenzo Bruzzone |
| 2021 | IGARSS | A Multisource Statistical Method to Downscale Snow Cover Fraction in Mountain Regions. | Valentina Premier, Carlo Marin, Claudia Notarnicola, Lorenzo Bruzzone |
| 2021 | IGARSS | A Fast and Robust Matching System for Multimodal Remote Sensing Image Registration. | Yuanxin Ye, Bai Zhu, Liang Zhou, Lorenzo Bruzzone |
| 2021 | IGARSS | An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder. | Luca Bergamasco, Luca Martinatti, Francesca Bovolo, Lorenzo Bruzzone |
| 2021 | IGARSS | STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions. | Lorenzo Bruzzone, Francesca Bovolo, Leonardo Carrer, Elena Donini, Sanchari Thakur |
| 2021 | IGARSS | Self-Supervised Change Detection by Fusing SAR and Optical Multi-Temporal Images. | Yuxing Chen, Lorenzo Bruzzone |
| 2021 | IGARSS | An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data. | Elena Donini, Francesca Bovolo, Lorenzo Bruzzone |
| 2021 | IGARSS | UWB MIMO Radars for Sounding and Imaging of Ice on the Earth and Other Celestial Bodies. | Sivaprasad Gogineni, Stephen Yan, Paul Song, John L. Volakis, D. Deshpande, Ivan Galkin, Jason M. Soderblom, Alexander Gerard Hayes, Bodo Reinisch, Robert H. Giles, Rohan Sood, Hua-Liang Zhang, David Braaten, Lorenzo Bruzzone, Satheesh Bojja Venkatakrishnan, R. Taylor |
| 2020 | IGARSS | An Automatic Planning and Scheduling Method Based on Multi-Objective Genetic Algorithms for Planetary Radar Sounder Observations. | Stefano Paterna, Massimo Santoni, Lorenzo Bruzzone |
| 2020 | IGARSS | A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning. | Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone |
| 2020 | IGARSS | Envision Mission to Venus: Subsurface Radar Sounding. | Lorenzo Bruzzone, Francesca Bovolo, Sanchari Thakur, Leonardo Carrer, Elena Donini, Christopher Gerekos, Stefano Paterna, Massimo Santoni, Elisa Sbalchiero |
| 2020 | IGARSS | Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series. | Yady Tatiana Solano Correa, Daniel Carcereri, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | EDBT | From Copernicus Big Data to Extreme Earth Analytics. | Manolis Koubarakis, Konstantina Bereta, Dimitris Bilidas, Konstantinos Giannousis, Theofilos Ioannidis, Despina-Athanasia Pantazi, George Stamoulis, Jim Dowling, Seif Haridi, Vladimir Vlassov, Lorenzo Bruzzone, Claudia Paris, Torbjrn Eltoft, Thomas Krmer, Angelos Charalambidis, Vangelis Karkaletsis, Stasinos Konstantopoulos, Theofilos Kakantousis, Mihai Datcu, Corneliu Octavian Dumitru, Florian Appel, Heike Bach, Silke Migdall, Nick Hughes, David Arthurs, Andrew Fleming |
| 2019 | IGARSS | A Weakly-Supervised Change Detection Technique for SAR Images Based on Deep Learning and Synthetic Training Data Generated by an Ensemble of Self-Organizing Maps. | Victor-Emil Neagoe, Adrian-Dumitru Ciotec, Lorenzo Bruzzone |
| 2019 | IGARSS | Automatic Extraction of Weak Labeled Samples From Existing Thematic Products For Training Convolutional Neural Networks. | Claudia Paris, Lorenzo Bruzzone |
| 2019 | IGARSS | The ASI P-Band Helicopter-Borne Integrated Sounder-Sar System: Preliminary Results of The 2018 Morocco Desert Campaign. | Stefano Perna, Claudia Facchinetti, Roberto Formaro, Gianluca Gennarelli, Christopher Gerekos, Riccardo Lanari, Francesco Longo, Giovanni Ludeno, Mauro Mariotti d'Alessandro, Antonio Natale, Carlo Noviello, Giovanni Alberti, Gianfranco Palmese, Claudio Papa, Giulia Pica, Fabio Rocca, Giuseppe Salzillo, Francesco Soldovieri, Stefano Tebaldini, Sanchari Thakur, Paolo Berardino, Lorenzo Bruzzone, Dario Califano, Ilaria Catapano, Luca Ciofaniello, Elena Donini, Carmen Esposito |
| 2019 | IGARSS | Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation. | Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | IGARSS | Analysis of Subsurface Hypotheses through Simulation of Rime Radargrams Based on Available Analogous Data. | Sanchari Thakur, Andrea Vettor, Lorenzo Bruzzone |
| 2019 | IGARSS | Multisource Labeled Data: an Opportunity for Training Deep Learning Networks. | Lorenzo Bruzzone |
| 2019 | IGARSS | A Semi-Supervised Crop-Type Classification Based on Sentinel-2 NDVI Satellite Image Time Series And Phenological Parameters. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | IGARSS | A Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images. | Lei Ding, Lorenzo Bruzzone |
| 2019 | IGARSS | Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder. | Elena Donini, Sanchari Thakur, Francesca Bovolo, Lorenzo Bruzzone |
| 2019 | IGARSS | A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation. | Milad Niroumand Jadidi, Massimo Santoni, Lorenzo Bruzzone, Francesca Bovolo |
| 2019 | IGARSS | An Automatic Technique for Deciduous Trees Detection in High Density Lidar Data Based on Delaunay Triangulation. | Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone |
| 2018 | IGARSS | A Novel Method Based on Source Domain Understanding and Modeling to Transfer Labels from Land-Cover Vector Maps to Classifiers for Multispectral Images. | Claudia Paris, Lorenzo Bruzzone, Diego Fernndez-Prieto |
| 2018 | IGARSS | Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features. | Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone |
| 2018 | IGARSS | A Multivariate Change Vector Analysis System for Unsupervised Detection of Clear-Cuts in Sentinel-2 Time Series of the Indonesian Forest. | Massimo Zanetti, Lorenzo Bruzzone, Diego Fernndez-Prieto |
| 2018 | IGARSS | A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series. | Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo |
| 2018 | IGARSS | Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers. | Mattia Callegari, Carlo Marin, Daniel Gnther, Philipp Rastner, Lorenzo Bruzzone, Begm Demir, Thomas Marke, Ulrich Strasser, Marc Zebisch, Claudia Notarnicola |
| 2018 | IGARSS | Distributed Radar Sounder System: a Novel Approach to Across-Track Resolution Enhancement and Clutter Reduction. | Leonardo Carrer, Christopher Gerekos, Lorenzo Bruzzone |
| 2018 | IGARSS | Noise Character Constraints on Passive Radio Sounding of Jupiter's Icy Moons Using Jovian Decametric Radiation. | Leonardo Carrer, Dustin M. Schroeder, Andrew Romero-Wolf, Paul A. Ries, Lorenzo Bruzzone |
| 2018 | IGARSS | Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 Ndvi Time Series. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernndez-Prieto |
| 2018 | IGARSS | An Approach to Lava Tube Detection in Radar Sounder Data of the Moon. | Elena Donini, Francesca Bovolo, Christopher Gerekos, Leonardo Carrer, Lorenzo Bruzzone |
| 2018 | IGARSS | A New Technique for Simulating Radar Echoes from Layered Subsurface Targets. | Christopher Gerekos, Alessandro Tamponi, Leonardo Carrer, Davide Castelletti, Massimo Santoni, Lorenzo Bruzzone |
| 2018 | IGARSS | A Novel Data Fusion Technique for Snow Parameter Retrieval. | Ludovica De Gregorio, Mattia Callegari, Carlo Marin, Marc Zebisch, Lorenzo Bruzzone, Begm Demir, Ulrich Strasser, Daniel Gnther, Thomas Marke, Claudia Notarnicola |
| 2018 | IGARSS | Extraction of Statistical Features for Improved Automatic Detection of Subglacial Lakes in Radar Sounder Data. | Ana-Maria Ilisei, Mahdi Khodadadzadeh, Lorenzo Bruzzone |
| 2018 | IGARSS | Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion. | Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong |
| 2018 | IGARSS | A Model Driven Approach for Snow Wetness Retrieval with Sentinel-l. | Carlo Marin, Mattia Callegari, Claudia Notarnicola, Marc Zebisch, Daniel Gnther, Thomas Marke, Ulrich Strasser, Giacomo Bertoldi, Lorenzo Bruzzone |
| 2018 | IGARSS | An Unsupervised Change Detection Method for Lidar Data in Forest Areas Based on Change Vector Analysis in the Polar Domain. | Daniele Marinelli, Nicholas C. Coops, Douglas K. Bolton, Lorenzo Bruzzone |
| 2018 | IGARSS | Fusion of Multitemporal LiDAR Data for Individual Tree Crown Parameter Estimation on Low Density Point Clouds. | Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone |
| 2017 | IGARSS | A hierarchical approach to superresolution of multispectral images with different spatial resolutions. | Claudia Paris, Jos M. Bioucas-Dias, Lorenzo Bruzzone |
| 2017 | IGARSS | A novel automatic approach to the update of land-cover maps by unsupervised classification of remote sensing images. | Claudia Paris, Lorenzo Bruzzone, Diego Fernndez-Prieto |
| 2017 | IGARSS | Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images. | Davide Pirrone, Shaunak De, Avik Bhattacharya, Lorenzo Bruzzone, Francesca Bovolo |
| 2017 | IGARSS | Primitive cluster sensitive hashing for scalable content-based image retrieval in remote sensing archives. | Thomas Reato, Begm Demir, Lorenzo Bruzzone |
| 2017 | IGARSS | Fast and robust structure-based multimodal geospatial image matching. | Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Li Shen |
| 2017 | IGARSS | A class-wise spatial-contextual approach based on a free discontinuity model for change detection in multispectral images. | Massimo Zanetti, Lorenzo Bruzzone |
| 2017 | IGARSS | A novel framework for bi-temporal change detection in image time series. | Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo |
| 2017 | IGARSS | A novel system for content based retrieval of multi-label remote sensing images. | Osman Emre Dai, Begm Demir, Blent Sankur, Lorenzo Bruzzone |
| 2017 | IGARSS | A novel change detection framework based on deep learning for the analysis of multi-temporal polarimetric SAR images. | Shaunak De, Davide Pirrone, Francesca Bovolo, Lorenzo Bruzzone, Avik Bhattacharya |
| 2017 | IGARSS | Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data. | Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone |
| 2017 | IGARSS | A technique based on adaptive windows for the classification of radar sounder data. | Mahdi Khodadadzadeh, Ana-Maria Ilisei, Lorenzo Bruzzone |
| 2017 | IGARSS | Simultaneous empirical line calibration of multiple spectral images. | Fadi Kizel, Lorenzo Bruzzone, Jn Atli Benediktsson |
| 2017 | IGARSS | A spectral-spatial multiscale approach for unsupervised multiple change detection. | Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo |
| 2017 | IGARSS | A novel semisupervised framework for multiple change detection in hyperspectral images. | Sicong Liu, Xiaohua Tong, Lorenzo Bruzzone, Peijun Du |
| 2017 | IGARSS | A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information. | Daniele Marinelli, Francesca Bovolo, Lorenzo Bruzzone |
| 2016 | IGARSS | A comparative study on Multiple Kernel Learning for remote sensing image classification. | Saeid Niazmardi, Begm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni |
| 2016 | IGARSS | A data-driven identification of growth-model classes for the adaptive estimation of single-tree stem diameter in LiDAR data. | Claudia Paris, Lorenzo Bruzzone |
| 2016 | IGARSS | A generalized statistical model for binary change detection in multispectral images. | Massimo Zanetti, Lorenzo Bruzzone |
| 2016 | IGARSS | A tiling procedure for second-order variational segmentation of large size remote sensing images. | Massimo Zanetti, Riccardo Zanella, Lorenzo Bruzzone |
| 2016 | IGARSS | Quad-tree based compressed histogram attribute profiles for classification of very high resolution images. | Romano Battiti, Begm Demir, Lorenzo Bruzzone |
| 2016 | IGARSS | An approach to multiple Change Detection in multisensor VHR optical images based on iterative clustering. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone |
| 2016 | IGARSS | Analysis of the potentiality of multi-temporal COSMO-SkyMed data for classifying summer crops. | Rocchina Guarini, Lorenzo Bruzzone, Massimo Santoni, Francesco Vuolo, Luigi Dini |
| 2016 | IGARSS | An approach to conifer species classification based on crown structure modeling in high density airborne LiDAR data. | Aravind Harikumar, Francesca Bovolo, Lorenzo Bruzzone |
| 2016 | IGARSS | A Gaussian approach to subspace based classification of hyperspectral images. | Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li, Antonio J. Plaza |
| 2016 | IGARSS | Fusion of high and very high density LiDAR data for 3D forest change detection. | Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone |
| 2015 | DCOSS | Estimating Low-Power Radio Signal Attenuation in Forests: A LiDAR-Based Approach. | Silvia Demetri, Gian Pietro Picco, Lorenzo Bruzzone |
| 2015 | IGARSS | An analysis of the capabilities of COSMO-SKYMED and RADARSAT systems for agricultural area monitoring. | Simonetta Paloscia, Simone Pettinato, Emanuele Santi, Claudia Notarnicola, Felix Greifeneder, Giovanni Cuozzo, Irene Nicolini, Begm Demir, Lorenzo Bruzzone |
| 2015 | IGARSS | A precise estimation of the 3D structure of the forest based on the fusion of airborne and terrestrial lidar data. | Claudia Paris, David Kelbe, Jan van Aardt, Lorenzo Bruzzone |
| 2015 | IGARSS | A hierarchical approach to the segmentation of single dominant and dominated trees in forest areas by using high-density LiDAR data. | Claudia Paris, Davide Valduga, Lorenzo Bruzzone |
| 2015 | IGARSS | A rough set based band selection technique for the analysis of hyperspectral images. | Swarnajyoti Patra, Lorenzo Bruzzone |
| 2015 | IGARSS | A cluster-based appraoch to content based time series retrieval (CBTSR). | Francesca Bovolo, Begm Demir, Lorenzo Bruzzone |
| 2015 | IGARSS | Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME). | Lorenzo Bruzzone, Jeffrey J. Plaut, Giovanni Alberti, Donald D. Blankenship, Francesca Bovolo, Bruce A. Campbell, Davide Castelletti, Yonggyu Gim, Ana-Maria Ilisei, Wlodek Kofman, Goro Komatsu, William McKinnon, Giuseppe Mitri, Alina Moussessian, Claudia Notarnicola, Roberto Orosei, G. Wesley Patterson, Elena Pettinelli, Dirk Plettemeier |
| 2015 | IGARSS | A robust on-board tracking technique for spaceborne radar sounders. | Leonardo Carrer, Renato Croci, Lorenzo Bruzzone |
| 2015 | IGARSS | Clutter detection using two-channel radar sounder data. | Davide Castelletti, Dustin M. Schroeder, Scott Hensley, Cyril Grima, Gregory Ng, Duncan A. Young, Yonggyu Gim, Lorenzo Bruzzone, Alina Moussessian, Donald D. Blankenship |
| 2015 | IGARSS | VHR time-series generation by prediction and fusion of multi-sensor images. | Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone |
| 2015 | IGARSS | Fast and accurate image classification with histogram based features and additive kernel SVM. | Begm Demir, Lorenzo Bruzzone |
| 2015 | IGARSS | Histogram based attribute profiles for classification of very high resolution remote sensing images. | Begm Demir, Lorenzo Bruzzone |
| 2015 | IGARSS | Precise co-registration of very high resolution optical images by registration-noise estimation. | Youkyung Han, Francesca Bovolo, Lorenzo Bruzzone |
| 2015 | IGARSS | Integration of radar sounder and altimeter data for the 3D reconstruction of ice sheets. | Ana-Maria Ilisei, Lorenzo Bruzzone |
| 2015 | IGARSS | A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification. | Glsen Taskin Kaya, Hseyin Kaya, Lorenzo Bruzzone |
| 2015 | IGARSS | Deep feature representation for hyperspectral image classification. | Jiming Li, Lorenzo Bruzzone, Sicong Liu |
| 2015 | IGARSS | Multitemporal spectral unmixing for change detection in hyperspectral images. | Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du |
| 2015 | ISMM | Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions. | Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jn Atli Benediktsson |
| 2014 | IGARSS | A novel neural approach for unsupervised change detection using SOM clustering for pseudo-training set selection followed by CSOM classifier. | Victor-Emil Neagoe, Alexandru-Ioan Ciurea, Lorenzo Bruzzone, Francesca Bovolo |
| 2014 | IGARSS | Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data. | Claudia Notarnicola, Luca Pasolli, Giovanni Cuozzo, Felix Greifeneder, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Davide Castelletti, Ulrike Tappeiner, Lorenzo Bruzzone, Marc Zebisch |
| 2014 | IGARSS | A sensor-driven domain adaptation method for the classification of remote sensing images. | Claudia Paris, Lorenzo Bruzzone |
| 2014 | IGARSS | Relevant and invariant feature selection of hyperspectral images for domain generalization. | Claudio Persello, Lorenzo Bruzzone |
| 2014 | IGARSS | Detection of specific changes in image time series by an adaptive change vector analysis. | Daniel C. Zanotta, Lorenzo Bruzzone, Francesca Bovolo |
| 2014 | IGARSS | A novel circular approach to change detection in pair of images extracted from image time series. | Lorenzo Bruzzone, Francesca Bovolo |
| 2014 | IGARSS | A comparison of self-dual attribute profiles based on different filter rules for classification. | Gabriele Cavallaro, Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2014 | IGARSS | Kernel-based hashing for content-based image retrval in large remote sensing data archive. | Begm Demir, Lorenzo Bruzzone |
| 2014 | IGARSS | An ICA based approach to hyperspectral image feature reduction. | Nicola Falco, Lorenzo Bruzzone, Jn Atli Benediktsson |
| 2014 | IGARSS | A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images. | Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du |
| 2014 | IGARSS | Rapid and accurate damage detection in built-up areas combining stripmap and spotlight SAR images. | Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | A novel technique for tree stem height estimation by fusing low density LiDAR data and optical images. | Claudia Paris, Lorenzo Bruzzone |
| 2013 | ICPRAM | Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification. | Giona Matasci, Lorenzo Bruzzone, Michele Volpi, Devis Tuia, Mikhail F. Kanevski |
| 2013 | IGARSS | A 4-dimensional approach to image time series visualization and analysis. | Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | RIME: Radar for Icy Moon Exploration. | Lorenzo Bruzzone, Jeffrey J. Plaut, Giovanni Alberti, Donald D. Blankenship, Francesca Bovolo, Bruce A. Campbell, Adamo Ferro, Yonggyu Gim, Wlodek Kofman, Goro Komatsu, William McKinnon, Giuseppe Mitri, Roberto Orosei, G. Wesley Patterson, Dirk Plettemeier, Roberto Seu |
| 2013 | IGARSS | An effective active learning method for interactive content-based retrieval in remote sensing images. | Begm Demir, Lorenzo Bruzzone |
| 2013 | IGARSS | Sequential cascade classification of image time series by exploiting multiple pairwise change detection. | Begm Demir, Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | Automatic classification of subsurface features in radar sounder data acquired in icy areas. | Ana-Maria Ilisei, Lorenzo Bruzzone |
| 2013 | IGARSS | A novel hierarchical method for change detection in multitemporal hyperspectral images. | Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du |
| 2013 | IGARSS | A novel multitemporal detector for primitive extraction from VHR SAR images. | Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone |
| 2013 | IGARSS | Detection of changed buildings in multitemporal Very High Resolution SAR images. | Carlo Marin, Francesca Bovolo, Lorenzo Bruzzone |
| 2012 | IGARSS | Integration of X-band SAR and optical thermal data for retrieving snowpack parameters in mountain areas. | Luca Pasolli, Mattia Callegari, Claudia Notarnicola, Lorenzo Bruzzone, Marc Zebisch |
| 2012 | IGARSS | A novel SOM-based active learning technique for classification of remote sensing images with SVM. | Swarnajyoti Patra, Lorenzo Bruzzone |
| 2012 | IGARSS | A novel supervised feature selection technique based on genetic algorithms. | Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2012 | IGARSS | Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. | Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grgoire Mercier, Josiane Zerubia, Nicola Acito, Bruno Aiazzi, Francesca Bovolo, Fabio Dell'Acqua, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurlie Voisin, Claudia Zoppetti |
| 2012 | IGARSS | A novel hierarchical approach to change detection with very high resolution SAR images for surveillance applications. | Francesca Bovolo, Carlo Marin, Lorenzo Bruzzone |
| 2012 | IGARSS | A novel system for classification of image time series with limited ground reference data. | Begm Demir, Francesca Bovolo, Lorenzo Bruzzone |
| 2012 | IGARSS | A cost-sensitive active learning technique for the definition of effective training sets for supervised classifiers. | Begm Demir, Luca Minello, Lorenzo Bruzzone |
| 2012 | IGARSS | Target-driven change detection based on data transformation and similarity measures. | Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo |
| 2012 | IGARSS | A novel method for automatic clutter detection in radargrams acquired by orbiting radar sounders. | Adamo Ferro, Alain Pascal, Lorenzo Bruzzone |
| 2012 | IGARSS | Discovering single classes in remote sensing images with active learning. | Mirco Furlani, Devis Tuia, Jordi Muoz-Mar, Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bruzzone |
| 2012 | IGARSS | A technique for the automatic estimation of ice thickness and bedrock properties from radar sounder data acquired at Antarctica. | Ana-Maria Ilisei, Adamo Ferro, Lorenzo Bruzzone |
| 2012 | IGARSS | Semisupervised nonlinear feature extraction for image classification. | Emma Izquierdo-Verdiguier, Luis Gmez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls |
| 2011 | IGARSS | A general approach to the spatial simplification of remote sensing images based on morphological connected filters. | Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2011 | IGARSS | A novel hybrid approach to the estimation of biophysical parameters from remotely sensed data. | Luca Pasolli, Lorenzo Bruzzone, Claudia Notarnicola |
| 2011 | IGARSS | Spatial and temporal mapping of soil moisture content with polarimetric RADARSAT 2 SAR imagery in the Alpine area. | Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone, Giacomo Bertoldi, Georg Niedrist, Ulrike Tappeiner, Marc Zebisch, Fabio Del Frate, Gaia Vaglio Laurin |
| 2011 | IGARSS | A novel active learning strategy for domain adaptation in the classification of remote sensing images. | Claudio Persello, Lorenzo Bruzzone |
| 2011 | IGARSS | An adaptive thresholding approach to multiple-change detection in multispectral images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2011 | IGARSS | A semantic-based multilevel approach to change detection in very high geometrical resolution multitemporal images. | Lorenzo Bruzzone, Francesca Bovolo |
| 2011 | IGARSS | Detection of land-cover transitions in multitemporal images with active-learning based compound classification. | Begm Demir, Francesca Bovolo, Lorenzo Bruzzone |
| 2011 | IGARSS | A novel approach to the automatic detection of subsurface features in planetary radar sounder signals. | Adamo Ferro, Lorenzo Bruzzone |
| 2011 | ISMM | Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. | Jn Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero |
| 2011 | ISMM | Self-dual Attribute Profiles for the Analysis of Remote Sensing Images. | Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2010 | IGARSS | Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques. | Mauro Dalla Mura, Jn Atli Benediktsson, Lorenzo Bruzzone |
| 2010 | IGARSS | Multiobjective model selection for non-linear regression techniques. | Luca Pasolli, Claudia Notarnicola, Lorenzo Bruzzone |
| 2010 | IGARSS | A nearly lossless 2d representation and characterization of change information in multispectral images. | Francesca Bovolo, Silvia Marchesi, Lorenzo Bruzzone |
| 2010 | IGARSS | Change detection for earthquake damage assessment in built-up areas using very high resolution optical and SAR imagery. | Dominik Brunner, Lorenzo Bruzzone, Guido Lemoine |
| 2010 | IGARSS | A conceptual framework for change detection in very high resolution remote sensing images. | Lorenzo Bruzzone, Francesca Bovolo |
| 2010 | IGARSS | Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms. | Lorenzo Bruzzone, Claudio Persello |
| 2010 | IGARSS | Building detection and radar footprint reconstruction from single VHR SAR images. | Adamo Ferro, Dominik Brunner, Lorenzo Bruzzone |
| 2010 | IGARSS | A registration-noise driven technique for the alignment of VHR remote sensing images. | Silvia Marchesi, Lorenzo Bruzzone |
| 2009 | IGARSS | Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images. | Mauro Dalla Mura, Jn Atli Benediktsson, Bjrn Waske, Lorenzo Bruzzone |
| 2009 | IGARSS | A Novel Approach to the Selection of Spatially Invariant Features for Classification of Hyperspectral Images. | Claudio Persello, Lorenzo Bruzzone |
| 2009 | IGARSS | An Adaptive Multiscale Random Field Technique for Unsupervised Change Detection in VHR Multitemporal Images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2009 | IGARSS | Active Learning for Classification of Remote Sensing Images. | Lorenzo Bruzzone, Claudio Persello |
| 2009 | IGARSS | Fusion of Hyperspectral and Lidar Remote Sensing Data for the Estimation of Tree Stem Diameters. | Michele Dalponte, Lorenzo Bruzzone |
| 2009 | IGARSS | ICA and Kernel ICA for Change Detection in Multispectral Remote Sensing Images. | Silvia Marchesi, Lorenzo Bruzzone |
| 2008 | IGARSS | An Adaptive Technique based on Similarity Measures for Change Detection in Very High Resolution SAR Images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2008 | IGARSS | A Context-Sensitive Technique Robust to Registration Noise for Change Detection in Very High Resolution Multispectral Images. | Francesca Bovolo, Lorenzo Bruzzone, Silvia Marchesi |
| 2008 | IGARSS | Extraction of Building Heights from VHR SAR Imagery using an Iterative Simulation and Match Procedure. | Dominik Brunner, Guido Lemoine, Lorenzo Bruzzone |
| 2008 | IGARSS | A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images. | Lorenzo Bruzzone, Claudio Persello |
| 2008 | IGARSS | A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images. | Lorenzo Bruzzone, Claudio Persello |
| 2008 | IGARSS | Semi-Supervised Remote Sensing Image Classification based on Clustering and the Mean Map Kernel. | Luis Gmez-Chova, Lorenzo Bruzzone, Gustavo Camps-Valls, Javier Calpe-Maravilla |
| 2007 | IGARSS | An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM. | Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini |
| 2007 | IGARSS | Building characterisation in VHR SAR data acquired under controlled EMSL conditions. | Dominik Brunner, Guido Lemoine, Joaquim Fortuny-Guasch, Lorenzo Bruzzone |
| 2007 | IGARSS | Fusion of spectral and spatial information by a novel SVM classification technique. | Lorenzo Bruzzone, Mattia Marconcini, Claudio Persello |
| 2007 | IGARSS | Classification of hyperspectral data by continuation semi-supervised SVM. | Mingmin Chi, Lorenzo Bruzzone |
| 2007 | IGARSS | Partially-supervised updating of land-cover maps: A P | Mattia Marconcini, Lorenzo Bruzzone |
| 2006 | CIT | Neuro-Fuzzy Fusion: A New Approach to Multiple Classifier System. | Saroj K. Meher, Ashish Ghosh, B. Uma Shankar, Lorenzo Bruzzone |
| 2006 | IGARSS | Advanced Processing of Hyperspectral Images. | Antonio J. Plaza, Jn Atli Benediktsson, Joseph W. Boardman, Jason Brazile, Lorenzo Bruzzone, Gustavo Camps-Valls, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni |
| 2006 | IGARSS | A Novel Theoretical Framework for Unsupervised Change Detection Based on CVA in Polar Domain. | Francesca Bovolo, Lorenzo Bruzzone |
| 2006 | IGARSS | A Novel Context-Sensitive SVM for Classification of Remote Sensing Images. | Francesca Bovolo, Lorenzo Bruzzone, Mattia Marconcini |
| 2005 | ICIP | An adaptive multiscale approach to unsupervised change detection in multitemporal SAR images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2005 | IGARSS | A multilevel parcel-based approach to change detection in very high resolution multitemporal images. | Francesca Bovolo, Lorenzo Bruzzone |
| 2005 | IGARSS | Transductive SVMs for semisupervised classification of hyperspectral data. | Lorenzo Bruzzone, Mingmin Chi, Mattia Marconcini |
| 2005 | IGARSS | A novel T | Lorenzo Bruzzone, Mattia Marconcini |
| 2004 | IGARSS | Estimation of biophysical parameters from optical remote-sensing images with high-order residues. | Farid Melgani, Lorenzo Bruzzone |
| 2004 | IGARSS | An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution. | Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani |
| 2004 | IGARSS | A multilevel hierarchical approach to classification of high spatial resolution images with support vector machines. | Lorenzo Bruzzone, Lorenzo Carlin, Farid Melgani |
| 2003 | IGARSS | A residual-based technique for the estimation of biophysical parameters from remote-sensing images. | Farid Melgani, Lorenzo Bruzzone |
| 2003 | IGARSS | Forest environmental reporting services. | Espen Volden, Lorenzo Bruzzone, J. Romero, A. Lumicisi, Olga Renda, R. la Fortezza, E. Tomppo, H. Aalde |
| 2003 | IGARSS | A data fusion approach to unsupervised change detection. | Lorenzo Bruzzone, Farid Melgani |
| 2003 | IGARSS | An advanced classification system based on the back-propagation of consensus. | Lorenzo Bruzzone, Farid Melgani |
| 2002 | IGARSS | Support vector machines for classification of hyperspectral remote-sensing images. | Farid Melgani, Lorenzo Bruzzone |
| 2002 | IGARSS | An unsupervised change detection technique robust to registration noise. | Lorenzo Bruzzone, Roberto Cossu |
| 1999 | ICIP | An MRF Approach to Unsupervised Change Detection. | Lorenzo Bruzzone, Diego Fernndez-Prieto |
| 1996 | ICPR | Classification of multisensor remote-sensing images by multiple structured neural networks. | Fabio Roli, Sebastiano B. Serpico, Lorenzo Bruzzone |
| 1995 | ICIAP | Crack Detection by a Measure of Texture Anisotropy. | Lorenzo Bruzzone, Fabio Roli, Sebastiano B. Serpico |