Claudia Paris

54 papers B 2C 21Journal 27Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
Rethinking HyperSpectral Image Classification (HSIC) Benchmark with Explainability (xAI) under a Causal Estimation Perspective.
EDBT/ICDT Workshops
Sékou Dabo, Michele Linardi, Claudia Paris
2025 J jnl
From MODIS to Sentinel-2: A Regional Comparative Analysis of Crop-Yield Prediction With Matched Spatiotemporal Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kennedy Adriko, Rocco Sedona, Lorenzo Seguini, Morris Riedel, Gabriele Cavallaro, Claudia Paris
2025 J jnl
Multimodal Satellite-Field Data Integration for Scalable Crop-Type Mapping With Limited Labels.
IEEE Trans. Geosci. Remote. Sens.
Adel Abbas, Claudia Paris, Andrew Nelson
2025 J jnl
Reuse Out-of-Year Data to Enhance Land Cover Mapping via Feature Disentanglement and Contrastive Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Cássio F. Dantas, Raffaelle Gaetano, Claudia Paris, Dino Ienco
2024 C conf
A Data-Driven Approach for Estimating Regional Food Flows Fusing Earth Observation and Geospatial Data.
IGARSS
Claudia Paris, Manuka Khan, Marco Cattaneo, Yue Dou
2024 C conf
EO-Derived Geospatial Data for Monitoring Food and Nutrition Security: A Case Study of Rwanda.
IGARSS
Belise Dusabe, Yue Dou, Rhys Manners, Claudia Paris
2024 C conf
Enhancing Land Cover Mapping: A Novel Automatic Approach To Improve Mixed Spectral Pixel Classification.
IGARSS
Surbhi Sharma, Rocco Sedona, Morris Riedel, Gabriele Cavallaro, Claudia Paris
2024 J jnl
Reuse out-of-year data to enhance land cover mapping via feature disentanglement and contrastive learning.
CoRR
Cássio Fraga Dantas, Raffaele Gaetano, Claudia Paris, Dino Ienco
2024 J jnl
Sen4Map: Advancing Mapping With Sentinel-2 by Providing Detailed Semantic Descriptions and Customizable Land-Use and Land-Cover Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Surbhi Sharma, Rocco Sedona, Morris Riedel, Gabriele Cavallaro, Claudia Paris
2023 J jnl
AI4SmallFarms: A Dataset for Crop Field Delineation in Southeast Asian Smallholder Farms.
IEEE Geosci. Remote. Sens. Lett.
Claudio Persello, Jeroen Grift, Xinyan Fan, Claudia Paris, Ronny Hänsch, Mila Koeva, Andrew Nelson
2023 C conf
End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing.
IGARSS
Liang Tian, Rocco Sedona, Amirpasha Mozaffari, Enxhi Kreshpa, Claudia Paris, Morris Riedel, Martin G. Schultz, Gabriele Cavallaro
2023 C conf
Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping.
IGARSS
Rocco Sedona, Jan Ebert, Claudia Paris, Morris Riedel, Gabriele Cavallaro
2023 B conf
ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning.
EDBT
Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris, Giulio Weikmann
2023 J jnl
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.
Giulio Weikmann, Daniele Marinelli, Claudia Paris, Silke Migdall, Eva Gleisberg, Florian Appel, Heike Bach, Jim Dowling, Lorenzo Bruzzone
2023 J jnl
Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series.
IEEE Geosci. Remote. Sens. Lett.
Rocco Sedona, Claudia Paris, Jan Ebert, Morris Riedel, Gabriele Cavallaro
2023 C conf
Towards Explainable AI4EO: An Explainable Deep Learning Approach for Crop Type Mapping using Satellite Images Time Series.
IGARSS
Adel Abbas, Michele Linardi, Etienne Vareille, Vassilis Christophides, Claudia Paris
2022 C conf
A Novel Approach for Environmental Monitoring Based on the Integration of Multi-Temporal Multi-Source Earth Observation Data and Field Surveys in a Spatio-Temporal Framework.
IGARSS
Claudia Paris, Martyna M. Kotowska, Stefan Erasmi, Michael Schlund
2022 J jnl
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.
Claudia Paris, Luca Gasparella, Lorenzo Bruzzone
2022 J jnl
A Triangulation-Based Technique for Tree-Top Detection in Heterogeneous Forest Structures Using High Density LiDAR Data.
IEEE Geosci. Remote. Sens. Lett.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2022 J jnl
An Approach Based on Deep Learning for Tree Species Classification in LiDAR Data Acquired in Mixed Forest.
IEEE Geosci. Remote. Sens. Lett.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2022 C conf
An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory.
IGARSS
Rocco Sedona, Claudia Paris, Liang Tian, Morris Riedel, Gabriele Cavallaro
2022 J jnl
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.
Claudia Paris, Luca Orlandi, Lorenzo Bruzzone
2021 J jnl
A Crown Quantization-Based Approach to Tree-Species Classification Using High-Density Airborne Laser Scanning Data.
IEEE Trans. Geosci. Remote. Sens.
Aravind Harikumar, Claudia Paris, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rocco Sedona, Claudia Paris, Gabriele Cavallaro, Lorenzo Bruzzone, Morris Riedel
2021 J jnl
A Novel Approach to the Unsupervised Extraction of Reliable Training Samples From Thematic Products.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2021 C conf
An Approach Based on Low Resolution Land-Cover-Maps and Domain Adaptation to Define Representative Training Sets at Large Scale.
IGARSS
Iwona Podsiadlo, Claudia Paris, Lorenzo Bruzzone
2021 J jnl
ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krämer, Torbjørn Eltoft, Andrea Marinoni, Despina-Athanasia Pantazi, George Stamoulis, Dimitris Bilidas, George Papadakis, Georgios M. Mandilaras, Manolis Koubarakis, Antonis Troumpoukis, Stasinos Konstantopoulos, Markus Muerth, Florian Appel, Andrew Fleming, Andreas Cziferszky
2021 J jnl
TimeSen2Crop: A Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop-Type Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Giulio Weikmann, Claudia Paris, Lorenzo Bruzzone
2020 — conf
GeoFedBench: A Benchmark for Federated GeoSPARQL Query Processors.
ISWC (Demos/Industry)
Antonis Troumpoukis, Stasinos Konstantopoulos, Giannis Mouchakis, Nefeli Prokopaki-Kostopoulou, Claudia Paris, Lorenzo Bruzzone, Despina-Athanasia Pantazi, Manolis Koubarakis
2020 J jnl
Integrating Models and Remote Sensing Data for Distributed Glacier Mass Balance Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Iwona Podsiadlo, Claudia Paris, Mattia Callegari, Carlo Marin, Daniel Günther, Ulrich Strasser, Claudia Notarnicola, Lorenzo Bruzzone
2019 — conf
A Fast Method for Cloud Removal and Image Restoration on Time Series of Multispectral Images.
MultiTemp
Manuel Bertoluzza, Claudia Paris, Lorenzo Bruzzone
2019 J jnl
A Growth-Model-Driven Technique for Tree Stem Diameter Estimation by Using Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2019 J jnl
A Novel Approach to the Unsupervised Update of Land-Cover Maps by Classification of Time Series of Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone, Diego Fernández-Prieto
2019 J jnl
A Novel Sharpening Approach for Superresolving Multiresolution Optical Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
2019 J jnl
An Approach to Tree Detection Based on the Fusion of Multitemporal LiDAR Data.
IEEE Geosci. Remote. Sens. Lett.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2019 C conf
An Automatic Technique for Deciduous Trees Detection in High Density Lidar Data Based on Delaunay Triangulation.
IGARSS
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2019 C conf
Automatic Extraction of Weak Labeled Samples From Existing Thematic Products For Training Convolutional Neural Networks.
IGARSS
Claudia Paris, Lorenzo Bruzzone
2019 B conf
From Copernicus Big Data to Extreme Earth Analytics.
EDBT
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, Torbjørn Eltoft, Thomas Krämer, 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
2018 J jnl
A Novel Approach to 3-D Change Detection in Multitemporal LiDAR Data Acquired in Forest Areas.
IEEE Trans. Geosci. Remote. Sens.
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2018 C conf
A Novel Method Based on Source Domain Understanding and Modeling to Transfer Labels from Land-Cover Vector Maps to Classifiers for Multispectral Images.
IGARSS
Claudia Paris, Lorenzo Bruzzone, Diego Fernández-Prieto
2018 J jnl
A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2018 C conf
Fusion of Multitemporal LiDAR Data for Individual Tree Crown Parameter Estimation on Low Density Point Clouds.
IGARSS
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2017 J jnl
A Novel Automatic Method for the Fusion of ALS and TLS LiDAR Data for Robust Assessment of Tree Crown Structure.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, David Kelbe, Jan van Aardt, Lorenzo Bruzzone
2017 C conf
A hierarchical approach to superresolution of multispectral images with different spatial resolutions.
IGARSS
Claudia Paris, José M. Bioucas-Dias, Lorenzo Bruzzone
2017 C conf
A novel automatic approach to the update of land-cover maps by unsupervised classification of remote sensing images.
IGARSS
Claudia Paris, Lorenzo Bruzzone, Diego Fernández-Prieto
2017 — conf
Analysis of multitemporal Sentinel-2 images in the framework of the ESA Scientific Exploitation of Operational Missions.
MultiTemp
Lorenzo Bruzzone, Francesca Bovolo, Claudia Paris, Yady Tatiana Solano Correa, Massimo Zanetti, Diego Fernández-Prieto
2016 J jnl
A Hierarchical Approach to Three-Dimensional Segmentation of LiDAR Data at Single-Tree Level in a Multilayered Forest.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Davide Valduga, Lorenzo Bruzzone
2016 C conf
A data-driven identification of growth-model classes for the adaptive estimation of single-tree stem diameter in LiDAR data.
IGARSS
Claudia Paris, Lorenzo Bruzzone
2016 C conf
Fusion of high and very high density LiDAR data for 3D forest change detection.
IGARSS
Daniele Marinelli, Claudia Paris, Lorenzo Bruzzone
2015 J jnl
A Three-Dimensional Model-Based Approach to the Estimation of the Tree Top Height by Fusing Low-Density LiDAR Data and Very High Resolution Optical Images.
IEEE Trans. Geosci. Remote. Sens.
Claudia Paris, Lorenzo Bruzzone
2015 C conf
A hierarchical approach to the segmentation of single dominant and dominated trees in forest areas by using high-density LiDAR data.
IGARSS
Claudia Paris, Davide Valduga, Lorenzo Bruzzone
2015 C conf
A precise estimation of the 3D structure of the forest based on the fusion of airborne and terrestrial lidar data.
IGARSS
Claudia Paris, David Kelbe, Jan van Aardt, Lorenzo Bruzzone
2014 C conf
A sensor-driven domain adaptation method for the classification of remote sensing images.
IGARSS
Claudia Paris, Lorenzo Bruzzone
2013 C conf
A novel technique for tree stem height estimation by fusing low density LiDAR data and optical images.
IGARSS
Claudia Paris, Lorenzo Bruzzone