Daniele Cerra

Orcid: 0000-0003-2984-8315

According to our database1, Daniele Cerra authored at least 55 papers between 2008 and 2023.

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Bibliography

2023
Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens., 2023

Introducing DLR Hysu - A Benchmark Dataset for Spectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Urban Sprawl and COVID-19 Impact Analysis by Integrating Deep Learning with Google Earth Engine.
Remote. Sens., 2022

Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

The Spaceborne Imaging Spectrometer Desis: Data Access, Outreach Activities, and Scientific Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Vicarious Calibration of The Desis Imaging Spectrometer: Status and Plans.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Correction: Zhang, G., et al. Shadow Detection and Restoration for Hyperspectral Images Based on Nonlinear Spectral Unmixing. Remote Sensing 2020, 12, 3985.
Remote. Sens., 2021

DLR HySU - A Benchmark Dataset for Spectral Unmixing.
Remote. Sens., 2021

The Spaceborne Imaging Spectrometer Desis: Data Access and Scientific Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Vicarious Calibration of the DESIS Imaging Spectrometer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Shadow Detection and Restoration for Hyperspectral Images Based on Nonlinear Spectral Unmixing.
Remote. Sens., 2020

Improving the Classification in Shadowed Areas using Nonlinear Spectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Data Validation of the DLR Earth Sensing Imaging Spectrometer DESIS.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

'EXCELSIOR' H2020 Widespread Teaming Phase 2 Project: Earth Observation and Geoinformatics Research and Innovation Agenda for Cultural Heritage.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2020

Monitoring Marine Areas from the International Space Station: The Case of the Submerged Harbor of Amathus.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2020

2019
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Data Products, Quality and Validation of the DLR Earth Sensing Imaging Spectrometer (DESIS).
Sensors, 2019

Towards the Spectral Restoration of Shadowed Areas in Hyperspectral Images Based on Nonlinear Unmixing.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

3D Semantic Segmentation from Multi-View Optical Satellite Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

First Results of the DESIS Imaging Spectrometer On Board the International Space Station.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
An Objective Assessment of Hyperspectral Indicators for the Detection of Buried Archaeological Relics.
Remote. Sens., 2018

Tree Species Classification by Fusing of Very Highresoltuion Hyperspectral Images and 3K-DSM.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Processing, Validation And Quality Control Of Spaceborne Imaging Spectroscopy Data From Desis Mission on the Iss.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Capitalize on the Experience of the ATHENA Project for Cultural Heritage for the Eratosthenes Centre of Excellence for the Benefit of the East Med Region.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2018

2016
Cloud Removal in Image Time Series Through Sparse Reconstruction From Random Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Cultural Heritage Sites in Danger - Towards Automatic Damage Detection from Space.
Remote. Sens., 2016

Establishing a Remote Sensing Science Center in Cyprus: First Year of Activities of ATHENA Project.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2016

2015
Restoration of Simulated EnMAP Data through Sparse Spectral Unmixing.
Remote. Sens., 2015

Restoration of EnMAP data through sparse reconstruction.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral resolution enhancement using multisensor image data.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Cloud removal in image time series through unmixing.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

2014
Authorship analysis based on data compression.
Pattern Recognit. Lett., 2014

Noise Reduction in Hyperspectral Images Through Spectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2014

Unmixing-based denoising for destriping and inpainting of hyperspectral images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
A Classification Algorithm for Hyperspectral Images Based on Synergetics Theory.
IEEE Trans. Geosci. Remote. Sens., 2013

Expanding the Algorithmic Information Theory Frame for Applications to Earth Observation.
Entropy, 2013

On the application of spectral unmixing for noise reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012
A fast compression-based similarity measure with applications to content-based image retrieval.
J. Vis. Commun. Image Represent., 2012

New approaches on dimensionality reduction in hyperspectral images for classification purposes.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Algorithmic Relative Complexity.
Entropy, 2011

Compression-based unsupervised clustering of spectral signatures.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

2010
Pattern-oriented Algorithmic Complexity: Towards Compression-based Information Retrieval. (Contribution à la théorie algorithmique de la complexité : méthodes pour la reconnaissance de formes et la recherche d'information basées sur la compression des données).
PhD thesis, 2010

Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment.
IEEE Geosci. Remote. Sens. Lett., 2010

A Similarity Measure Using Smallest Context-Free Grammars.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

2009
Automated Information Extraction from High Resolution SAR Images: TerraSAR-X Interpretation Applications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Parameter-free Clustering: Application to Fawns Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Algorithmic Cross-Complexity and Relative Complexity.
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

2008
Automated Information Extraction from TerraSAR-X Data: The Content Map.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Image Classification and Indexing Using Data Compression Based Techniques.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Model Conditioned Data Compression Based Similarity Measure.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008


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