Claudio Persello
Orcid: 0000-0003-3742-5398Affiliations:
- University of Twente, Enschede, The Netherlands
According to our database1,
Claudio Persello
authored at least 74 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Vectorizing planar roof structure from very high resolution remote sensing images using transformers.
Int. J. Digit. Earth, December, 2024
CoRR, 2024
2023
AI4SmallFarms: A Dataset for Crop Field Delineation in Southeast Asian Smallholder Farms.
IEEE Geosci. Remote. Sens. Lett., 2023
Building Usage Classification Using a Transformer-based Multimodal Deep Learning Method.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Vectorizing Planar Roof Structure From Very High Resolution Remote Sensing Images Using Transformers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
GLAVITU: A Hybrid CNN-Transformer for Multi-Regional Glacier Mapping from Multi-Source Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Investigating Sar-Optical Deep Learning Data Fusion to Map the Brazilian Cerrado Vegetation with Sentinel Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Integrating Semi-Supervised Learning with an Expert System for Vegetation Cover Classification Using Sentinel-2 and RapidEye Data.
Remote. Sens., 2022
Despeckling Polarimetric SAR Data Using a Multistream Complex-Valued Fully Convolutional Network.
IEEE Geosci. Remote. Sens. Lett., 2022
Multiresolution Fully Convolutional Networks to detect Clouds and Snow through Optical Satellite Images.
CoRR, 2022
2021
Building Polygon Extraction from Aerial Images and Digital Surface Models with a Frame Field Learning Framework.
Remote. Sens., 2021
CoRR, 2021
CoRR, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
EO-Based Low-Cost Frameworks to Address Global Urban Data GAPS on Deprivation and Multiple Hazards.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Delineation of Agricultural Field Boundaries from Sentinel-2 Images Using a Novel Super-Resolution Contour Detector Based on Fully Convolutional Networks.
Remote. Sens., 2020
Monitoring household upgrading in unplanned settlements with unmanned aerial vehicles.
Int. J. Appl. Earth Obs. Geoinformation, 2020
Building Instance Segmentation and Boundary Regularization from High-Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Towards Uncovering Socio-Economic Inequalities Using VHR Satellite Images and Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
PolSARNet: A Deep Fully Convolutional Network for Polarimetric SAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Remote. Sens., 2019
Remote. Sens., 2019
Remote. Sens., 2019
Identifying a Slums' Degree of Deprivation from VHR Images Using Convolutional Neural Networks.
Remote. Sens., 2019
Proceedings of the Joint Urban Remote Sensing Event, 2019
Detection of Informal Graveyards in Lima using Fully Convolutional Network with VHR Images.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Towards Automated Delineation of Smallholder Farm Fields From VHR Images Using Convolutional Networks.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Context-Based Filtering of Noisy Labels for Automatic Basemap Updating From UAV Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Ground and Multi-Class Classification of Airborne Laser Scanner Point Clouds Using Fully Convolutional Networks.
Remote. Sens., 2018
Machine Learning-Based Slum Mapping in Support of Slum Upgrading Programs: The Case of Bandung City, Indonesia.
Remote. Sens., 2018
ISPRS Int. J. Geo Inf., 2018
ISPRS Int. J. Geo Inf., 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification.
Remote. Sens., 2017
Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks.
Remote. Sens., 2017
Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images.
IEEE Geosci. Remote. Sens. Lett., 2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Detection of informal settlements from VHR satellite images using convolutional neural networks.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Classification of multitemporal SAR images using convolutional neural networks and Markov random fields.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Kernel-Based Domain-Invariant Feature Selection in Hyperspectral Images for Transfer Learning.
IEEE Trans. Geosci. Remote. Sens., 2016
Remote. Sens., 2016
Two-level active learning method for debris detection using VHR satellite imagery and local aerial surveys.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Integration of 2D and 3D features from UAV imagery for informal settlement classification using Multiple Kernel Learning.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
A deep learning approach to the classification of sub-decimetre resolution aerial images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2014
Cost-Sensitive Active Learning With Lookahead: Optimizing Field Surveys for Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Relevant and invariant feature selection of hyperspectral images for domain generalization.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Interactive Domain Adaptation for the Classification of Remote Sensing Images Using Active Learning.
IEEE Geosci. Remote. Sens. Lett., 2013
Optimizing the ground sample collection with cost-sensitive active learning for tree species classification using hyperspectral images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2012
Interactive domain adaptation technique for the classification of remote sensing images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2011
A novel active learning strategy for domain adaptation in the classification of remote sensing images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Advanced Techniques for the Classification of Very High Resolution and Hyperspectral Remote Sensing Images.
PhD thesis, 2010
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images.
IEEE Trans. Geosci. Remote. Sens., 2010
Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images With Improved Generalization Capability.
IEEE Trans. Geosci. Remote. Sens., 2009
A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2009
A Novel Approach to the Selection of Spatially Invariant Features for Classification of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007