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Francesca Bovolo
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- affiliation: University of Trento, Italy
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2020 – today
- 2024
- [j93]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) - [j92]Raktim Ghosh, Francesca Bovolo
:
URS: An Unsupervised Radargram Segmentation Network Based on Self-Supervised ViT With Contrastive Feature Learning Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15512-15524 (2024) - [j91]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) - [j90]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) - [j89]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) - [c91]Zhiyong Yin, Yuqi Tang, Miao Yu, Francesca Bovolo:
Sea Ice Semantic Segmentation with Sentinel-2 Data Based on Adaptive Sample Training on U-Net Network. IGARSS 2024: 188-191 - [c90]Raktim Ghosh, Amer Delilbasic, Gabriele Cavallaro, Francesca Bovolo:
A CNN Architecture Tailored For Quantum Feature Map-Based Radar Sounder Signal Segmentation. IGARSS 2024: 442-445 - [c89]Milena Atanasova, Luca Bergamasco, Francesca Bovolo:
Dual-Task Framework For Change Detection In Remote Sensing Image Time Series. IGARSS 2024: 8674-8677 - [c88]Massimo Zanetti, Francesca Bovolo:
One-Class Classification Of Vegetation Related Changes Via Mutual Ordering Of Normalized Differences. IGARSS 2024: 8678-8682 - [c87]Indira Aprilia Listiani, Massimo Zanetti, Francesca Bovolo:
Time Series Directional Change Vector Analysis. IGARSS 2024: 8683-8686 - [c86]Elena Donini, Francesca Bovolo:
Hierarchical Learning for the Unsupervised Segmentation of Radar Sounder Data Acquired on the Cryosphere. IGARSS 2024: 10988-10991 - [c85]Khatereh Meshkini, Daniel Doktor, Francesca Bovolo:
Crop Field Boundary Detection Using 3d Convolutions in Multi-Spectral Multi-Temporal Hr Satellite Images. IGARSS 2024: 11486-11490 - 2023
- [j88]Munazza Usmani
, Francesca Bovolo
, Maurizio Napolitano
:
Remote Sensing and Deep Learning to Understand Noisy OpenStreetMap. Remote. Sens. 15(18): 4639 (2023) - [j87]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) - [j86]Milad Niroumand Jadidi
, Francesca Bovolo
:
Deep-Learning-Based Retrieval of an Orange Band Sensitive to Cyanobacteria for Landsat-8/9 and Sentinel-2. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3929-3937 (2023) - [j85]Miguel Hoyo García
, Elena Donini
, Francesca Bovolo
:
A Weakly Supervised Transfer Learning Approach for Radar Sounder Data Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j84]Taeheon Kim
, Yerin Yun
, Changhui Lee
, Francesca Bovolo
, Youkyung Han
:
FMPR-Net: False Matching Point Removal Network for Very-High-Resolution Satellite Image Registration. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [c84]Munazza Usmani, Hafiz Muhammad Tayyab Bhatti, Francesca Bovolo, Maurizio Napolitano
:
Power of GIS Mapping: ATLAS Flood Maps 2022 (Short Paper). GIScience 2023: 75:1-75:6 - [c83]Luca Bergamasco
, Francesca Bovolo:
Unsupervised Building Change Detection in Multi-Modal Sar Images Using Cyclegan. IGARSS 2023: 483-486 - [c82]Miguel Hoyo García, Dustin M. Schroeder
, Francesca Bovolo:
Dem Generator from Single Swath Radargrams. IGARSS 2023: 2588-2591 - [c81]Munazza Usmani, Francesca Bovolo, Maurizio Napolitano
:
Joint Learning Framework for Roads Semantic Segmentation from VHR and VGI Data. IGARSS 2023: 6518-6521 - [c80]Raktim Ghosh, Francesca Bovolo:
An Enhanced Unsupervised Feature Learning Framework For Radar Sounder Signal Segmentation. IGARSS 2023: 6920-6923 - [c79]Elena Donini
, Alessandro Zuech, Lorenzo Bruzzone, Francesca Bovolo:
Deep Learning for Unsupervised Denoising of Radar Sounder Data. IGARSS 2023: 7804-7807 - [c78]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 - 2022
- [j83]Milad Niroumand Jadidi, Carl J. Legleiter, Francesca Bovolo:
Bathymetry retrieval from CubeSat image sequences with short time lags. Int. J. Appl. Earth Obs. Geoinformation 112: 102958 (2022) - [j82]Sudipan Saha
, Francesca Bovolo
, Lorenzo Bruzzone
:
Change Detection in Image Time-Series Using Unsupervised LSTM. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j81]Milad Niroumand Jadidi
, Francesca Bovolo
, Mariano Bresciani
, Peter Gege
, Claudia Giardino
:
Water Quality Retrieval from Landsat-9 (OLI-2) Imagery and Comparison to Sentinel-2. Remote. Sens. 14(18): 4596 (2022) - [j80]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) - [j79]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) - [j78]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) - [j77]Milad Niroumand Jadidi
, Carl J. Legleiter
, Francesca Bovolo
:
River Bathymetry Retrieval From Landsat-9 Images Based on Neural Networks and Comparison to SuperDove and Sentinel-2. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5250-5260 (2022) - [j76]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) - [j75]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) - [j74]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) - [j73]Raktim Ghosh
, Francesca Bovolo
:
TransSounder: A Hybrid TransUNet-TransFuse Architectural Framework for Semantic Segmentation of Radar Sounder Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j72]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) - [j71]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) - [j70]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) - [j69]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) - [j68]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: 1-15 (2022) - [c77]Raktim Ghosh, Francesca Bovolo:
A Hybrid CNN-Transformer Architecture for Semantic Segmentation of Radar Sounder data. IGARSS 2022: 1320-1323 - [c76]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: 1696-1699 - [c75]Sanid Chirakkal, Francesca Bovolo, Arundhati Misra, Lorenzo Bruzzone, Avik Bhattacharya:
Unsupervised Multiclass Change Detection for Multimodal Remote Sensing Data. IGARSS 2022: 3223-3226 - 2021
- [j67]Longfei Ren
, Zheng Ma
, Francesca Bovolo
:
A Novel Dual-Alternating Direction Method of Multipliers for Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 18(3): 528-532 (2021) - [j66]Sudipan Saha
, Lichao Mou
, Xiao Xiang Zhu
, Francesca Bovolo
, Lorenzo Bruzzone
:
Semisupervised Change Detection Using Graph Convolutional Network. IEEE Geosci. Remote. Sens. Lett. 18(4): 607-611 (2021) - [j65]Sudipan Saha
, Yady Tatiana Solano Correa
, Francesca Bovolo
, Lorenzo Bruzzone
:
Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images. IEEE Geosci. Remote. Sens. Lett. 18(5): 856-860 (2021) - [j64]Milad Niroumand Jadidi
, Francesca Bovolo
, Lorenzo Bruzzone
, Peter Gege
:
Inter-Comparison of Methods for Chlorophyll-a Retrieval: Sentinel-2 Time-Series Analysis in Italian Lakes. Remote. Sens. 13(12): 2381 (2021) - [j63]Sanid Chirakkal
, Francesca Bovolo
, Arundhati Ray Misra, Lorenzo Bruzzone
, Avik Bhattacharya
:
A General Framework for Change Detection Using Multimodal Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10665-10680 (2021) - [j62]Sudipan Saha
, Francesca Bovolo
, Lorenzo Bruzzone
:
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding. IEEE Trans. Geosci. Remote. Sens. 59(3): 1917-1929 (2021) - [j61]Aravind Harikumar
, Claudia Paris
, Francesca Bovolo
, Lorenzo Bruzzone
:
A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data. IEEE Trans. Geosci. Remote. Sens. 59(5): 4444-4453 (2021) - [c74]Lorenzo Bruzzone, Francesca Bovolo, Leonardo Carrer, Elena Donini
, Sanchari Thakur
:
STRATUS: A new mission concept for monitoring the subsurface of polar and arid regions. IGARSS 2021: 661-664 - [c73]Elena Donini
, Francesca Bovolo, Lorenzo Bruzzone:
An Unsupervised Deep Learning Method for Subsurface Target Detection in Radar Sounder Data. IGARSS 2021: 2955-2958 - [c72]Luca Bergamasco
, Luca Martinatti, Francesca Bovolo, Lorenzo Bruzzone:
An Unsupervised Change Detection Technique Based on a Super-Resolution Convolutional Autoencoder. IGARSS 2021: 3337-3340 - [c71]Khatereh Meshkini
, Francesca Bovolo, Lorenzo Bruzzone:
An Unsupervised Change Detection Approach for Dense Satellite Image Time Series Using 3D CNN. IGARSS 2021: 4336-4339 - [c70]Miguel Hoyo García, Elena Donini
, Francesca Bovolo:
Automatic Segmentation of Ice Shelves with Deep Learning. IGARSS 2021: 4833-4836 - [i4]Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia:
Self-supervised pre-training enhances change detection in Sentinel-2 imagery. CoRR abs/2101.08122 (2021) - [i3]Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu:
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. CoRR abs/2103.08741 (2021) - 2020
- [j60]Davide Pirrone, Shaunak De
, Avik Bhattacharya
, Lorenzo Bruzzone
, Francesca Bovolo
:
An Unsupervised Approach to Change Detection in Built-Up Areas by Multitemporal PolSAR Images. IEEE Geosci. Remote. Sens. Lett. 17(11): 1914-1918 (2020) - [j59]Milad Niroumand Jadidi
, Francesca Bovolo, Lorenzo Bruzzone
, Peter Gege
:
Physics-based Bathymetry and Water Quality Retrieval Using PlanetScope Imagery: Impacts of 2020 COVID-19 Lockdown and 2019 Extreme Flood in the Venice Lagoon. Remote. Sens. 12(15): 2381 (2020) - [j58]Milad Niroumand Jadidi
, Francesca Bovolo, Lorenzo Bruzzone
:
Water Quality Retrieval from PRISMA Hyperspectral Images: First Experience in a Turbid Lake and Comparison with Sentinel-2. Remote. Sens. 12(23): 3984 (2020) - [j57]Davide Pirrone
, Francesca Bovolo
, Lorenzo Bruzzone
:
An Approach to Unsupervised Detection of Fully and Partially Destroyed Buildings in Multitemporal VHR SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5938-5953 (2020) - [j56]Yady Tatiana Solano Correa
, Francesca Bovolo
, Lorenzo Bruzzone
, Diego Fernández-Prieto:
A Method for the Analysis of Small Crop Fields in Sentinel-2 Dense Time Series. IEEE Trans. Geosci. Remote. Sens. 58(3): 2150-2164 (2020) - [j55]Davide Pirrone
, Francesca Bovolo
, Lorenzo Bruzzone
:
A Novel Framework Based on Polarimetric Change Vectors for Unsupervised Multiclass Change Detection in Dual-Pol Intensity SAR Images. IEEE Trans. Geosci. Remote. Sens. 58(7): 4780-4795 (2020) - [j54]Milad Niroumand Jadidi
, Massimo Santoni
, Lorenzo Bruzzone
, Francesca Bovolo
:
Snow Cover Estimation Underneath the Clouds Based on Multitemporal Correlation Analysis in Historical Time-Series Imagery. IEEE Trans. Geosci. Remote. Sens. 58(8): 5703-5714 (2020) - [j53]Sudipan Saha
, Lichao Mou
, Chunping Qiu, Xiao Xiang Zhu
, Francesca Bovolo
, Lorenzo Bruzzone
:
Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. 58(12): 8780-8792 (2020) - [c69]Marrit Leenstra, Diego Marcos
, Francesca Bovolo
, Devis Tuia
:
Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery. ICPR Workshops (7) 2020: 578-590 - [c68]Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone:
A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning. IGARSS 2020: 688-691 - [c67]Yady Tatiana Solano Correa
, Daniel Carcereri, Francesca Bovolo, Lorenzo Bruzzone:
Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series. IGARSS 2020: 2288-2291 - [c66]Lorenzo Bruzzone, Francesca Bovolo, Sanchari Thakur
, Leonardo Carrer, Elena Donini
, Christopher Gerekos
, Stefano Paterna
, Massimo Santoni, Elisa Sbalchiero:
Envision Mission to Venus: Subsurface Radar Sounding. IGARSS 2020: 5960-5963
2010 – 2019
- 2019
- [j52]Yady Tatiana Solano Correa
, Francesca Bovolo
, Lorenzo Bruzzone
:
An Approach to Multiple Change Detection in VHR Optical Images Based on Iterative Clustering and Adaptive Thresholding. IEEE Geosci. Remote. Sens. Lett. 16(8): 1334-1338 (2019) - [j51]Xin Huang, Jiayi Li, Francesca Bovolo, Qi Wang
:
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery. Remote. Sens. 11(19): 2216 (2019) - [j50]Aravind Harikumar
, Francesca Bovolo
, Lorenzo Bruzzone
:
A Local Projection-Based Approach to Individual Tree Detection and 3-D Crown Delineation in Multistoried Coniferous Forests Using High-Density Airborne LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 57(2): 1168-1182 (2019) - [j49]Sudipan Saha
, Francesca Bovolo
, Lorenzo Bruzzone
:
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images. IEEE Trans. Geosci. Remote. Sens. 57(6): 3677-3693 (2019) - [j48]Daniele Marinelli
, Francesca Bovolo
, Lorenzo Bruzzone
:
A Novel Change Detection Method for Multitemporal Hyperspectral Images Based on Binary Hyperspectral Change Vectors. IEEE Trans. Geosci. Remote. Sens. 57(7): 4913-4928 (2019) - [j47]Yady Tatiana Solano Correa
, Francesca Bovolo
, Lorenzo Bruzzone
:
Generation of Homogeneous VHR Time Series by Nonparametric Regression of Multisensor Bitemporal Images. IEEE Trans. Geosci. Remote. Sens. 57(10): 7579-7593 (2019) - [j46]Yuanxin Ye
, Lorenzo Bruzzone
, Jie Shan
, Francesca Bovolo
, Qing Zhu:
Fast and Robust Matching for Multimodal Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 57(11): 9059-9070 (2019) - [j45]Leonardo Carrer
, Christopher Gerekos
, Francesca Bovolo
, Lorenzo Bruzzone
:
Distributed Radar Sounder: A Novel Concept for Subsurface Investigations Using Sensors in Formation Flight. IEEE Trans. Geosci. Remote. Sens. 57(12): 9791-9809 (2019) - [j44]Milad Niroumand Jadidi
, Francesca Bovolo
, Lorenzo Bruzzone
:
Novel Spectra-Derived Features for Empirical Retrieval of Water Quality Parameters: Demonstrations for OLI, MSI, and OLCI Sensors. IEEE Trans. Geosci. Remote. Sens. 57(12): 10285-10300 (2019) - [c65]Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha
, Francesca Bovolo:
Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network. ICIAP (1) 2019: 410-420 - [c64]Yady Tatiana Solano Correa
, Francesca Bovolo, Lorenzo Bruzzone:
A Semi-Supervised Crop-Type Classification Based on Sentinel-2 NDVI Satellite Image Time Series And Phenological Parameters. IGARSS 2019: 457-460 - [c63]Elena Donini
, Sanchari Thakur
, Francesca Bovolo, Lorenzo Bruzzone:
Assessing the Detection Performance on Icy Targets Acquired by an Orbiting Radar Sounder. IGARSS 2019: 997-1000 - [c62]Sudipan Saha
, Francesca Bovolo, Lorenzo Bruzzone:
Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation. IGARSS 2019: 5033-5036 - [c61]Milad Niroumand Jadidi
, Massimo Santoni
, Lorenzo Bruzzone, Francesca Bovolo:
A Novel Approach to Snow Coverage Retrieval Under Cloud-Obscured Pixels Based on Multitemporal Correlation. IGARSS 2019: 5730-5733 - [c60]Aravind Harikumar
, Francesca Bovolo, Liang Xinlian:
An Effective Approach to 3D Stem Modeling and Branch-Knot Localization in Multiscan TLS Data. IGARSS 2019: 6075-6078 - [c59]Sudipan Saha
, Yady Tatiana Solano Correa
, Francesca Bovolo, Lorenzo Bruzzone:
Unsupervised deep learning based change detection in Sentinel-2 images. MultiTemp 2019: 1-4 - [c58]Massimo Zanetti, Daniele Marinelli
, Manuel Bertoluzza, Sudipan Saha
, Francesca Bovolo, Lorenzo Bruzzone, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini:
A high resolution burned area detector for Sentinel-2 and Landsat-8. MultiTemp 2019: 1-4 - 2018
- [j43]Tommaso Scuccato
, Leonardo Carrer
, Francesca Bovolo
, Lorenzo Bruzzone
:
Compensating Earth Ionosphere Phase Distortion in Spaceborne VHF Radar Sounders for Subsurface Investigations. IEEE Geosci. Remote. Sens. Lett. 15(11): 1672-1676 (2018) - [j42]Yady Tatiana Solano Correa
, Francesca Bovolo, Lorenzo Bruzzone
:
An Approach for Unsupervised Change Detection in Multitemporal VHR Images Acquired by Different Multispectral Sensors. Remote. Sens. 10(4): 533 (2018) - [j41]Shaunak De
, Lorenzo Bruzzone
, Avik Bhattacharya
, Francesca Bovolo
, Subhasis Chaudhuri:
A Novel Technique Based on Deep Learning and a Synthetic Target Database for Classification of Urban Areas in PolSAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(1): 154-170 (2018) - [c57]Sudipan Saha
, Francesca Bovolo, Lorenzo Bruzzone:
Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features. IGARSS 2018: 1902-1905 - [c56]Yady Tatiana Solano Correa
, Francesca Bovolo, Lorenzo Bruzzone, Diego Fernández-Prieto:
Automatic Derivation of Cropland Phenological Parameters by Adaptive Non-Parametric Regression of Sentinel-2 Ndvi Time Series. IGARSS 2018: 1946-1949 - [c55]Aravind Harikumar
, Xinlian Liang, Francesca Bovolo:
An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data. IGARSS 2018: 2809-2812 - [c54]Manuel Bertoluzza, Lorenzo Bruzzone, Francesca Bovolo:
A Circular Approach to Multi-Class Change Detection in Multitemporal Sentinel-1 SAR Image Time Series. IGARSS 2018: 4201-4204 - [c53]Elena Donini
, Francesca Bovolo, Christopher Gerekos, Leonardo Carrer, Lorenzo Bruzzone:
An Approach to Lava Tube Detection in Radar Sounder Data of the Moon. IGARSS 2018: 8424-8427 - [i2]Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Francesca Bovolo, Qing Zhu:
A Fast and Robust Matching Framework for Multimodal Remote Sensing Image Registration. CoRR abs/1808.06194 (2018) - [i1]Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Höfle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jón Atli Benediktsson:
Multisource and Multitemporal Data Fusion in Remote Sensing. CoRR abs/1812.08287 (2018) - 2017
- [j40]Federico Di Paolo
, Sebastian Emanuel Lauro
, Davide Castelletti, Giuseppe Mitri
, Francesca Bovolo, Barbara Cosciotti, Elisabetta Mattei, Roberto Orosei, Claudia Notarnicola
, Lorenzo Bruzzone, Elena Pettinelli:
Radar Signal Penetration and Horizons Detection on Europa Through Numerical Simulations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 118-129 (2017) - [j39]Sicong Liu, Qian Du
, Xiaohua Tong, Alim Samat
, Lorenzo Bruzzone, Francesca Bovolo:
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(9): 4124-4137 (2017) - [j38]Youkyung Han
, Francesca Bovolo
, Lorenzo Bruzzone
:
Segmentation-Based Fine Registration of Very High Resolution Multitemporal Images. IEEE Trans. Geosci. Remote. Sens. 55(5): 2884-2897 (2017) - [j37]Aravind Harikumar
, Francesca Bovolo
, Lorenzo Bruzzone
:
An Internal Crown Geometric Model for Conifer Species Classification With High-Density LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 55(5): 2924-2940 (2017) - [c52]Daniele Marinelli
, Francesca Bovolo, Lorenzo Bruzzone:
A novel change detection method for multitemporal hyperspectral images based on a discrete representation of the change information. IGARSS 2017: 161-164 - [c51]Sicong Liu, Qian Du
, Xiaohua Tong, Alim Samat
, Lorenzo Bruzzone, Francesca Bovolo:
A spectral-spatial multiscale approach for unsupervised multiple change detection. IGARSS 2017: 169-172 - [c50]Manuel Bertoluzza
, Lorenzo Bruzzone, Francesca Bovolo:
A novel framework for bi-temporal change detection in image time series. IGARSS 2017: 1087-1090 - [c49]Aravind Harikumar
, Francesca Bovolo, Lorenzo Bruzzone:
Subdominant tree detection in multi-layered forests by a local projection of airborne lidar data. IGARSS 2017: 2760-2763 - [c48]Davide Pirrone
, Shaunak De, Avik Bhattacharya, Lorenzo Bruzzone, Francesca Bovolo:
Unsupervised change detection in built-up areas by multi-temporal polarimetric SAR images. IGARSS 2017: 4554-4557 - [c47]Shaunak De, Davide Pirrone
, Francesca Bovolo, Lorenzo Bruzzone, Avik Bhattacharya:
A novel change detection framework based on deep learning for the analysis of multi-temporal polarimetric SAR images. IGARSS 2017: 5193-5196 - [c46]Manuel Bertoluzza
, Lorenzo Bruzzone,