Kevin Alonso

According to our database, Kevin Alonso authored at least 33 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Physics-Based Machine Learning Emulator of at-Sensor Radiances for Solar-Induced Fluorescence Retrieval in the O$_{2}$-A Absorption Band.

Miguel Pato, Jim Buffat, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Retrieval of sun-induced plant fluorescence in the O₂-A absorption band from DESIS imagery.

Jim Buffat, Miguel Pato, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr

CoRR, 2024

A Deep Learning Approach for Imagery Masking of Spectral Sensors.

Efrain Padilla-Zepeda, Kevin Alonso, Raquel De los Reyes, Deni Torres Román, Avi Putri Pertiwi

Proceedings of the IGARSS 2024, 2024

2023

Atmospheric Correction of DESIS and EnMAP Hyperspectral Data: Validation of L2a Products.

Raquel De los Reyes, Maximilian Langheinrich, Kevin Alonso, Martin Bachmann, Emiliano Carmona, Birgit Gerasch, Stefanie Holzwarth, David Marshall, Rupert Müller, Miguel Pato, Bringfried Pflug, Rudolf Richter, Peter Schwind, Tobias Storch, Peter Reinartz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Fast Machine Learning Simulator of At-Sensor Radiances for Solar-Induced Fluorescence Retrieval with DESIS and Hyplant.

Miguel Pato, Kevin Alonso, Stefan Auer, Jim Buffat, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Introducing DLR Hysu - A Benchmark Dataset for Spectral Unmixing.

Daniele Cerra, Miguel Pato, Kevin Alonso, Claas Köhler, Mathias Schneider, Raquel De los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Rupert Müller, Peter Reinartz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Calibration and Validation of the Hyperspectral Mission EnMAP: Results of The Commissioning Phase.

Emiliano Carmona, Kevin Alonso, Martin Bachmann, Simon Baur, Maximilian Brell, Sabine Chabrillat, Raquel De los Reyes, Sebastian Fischer, Birgit Gerasch, Luis Guanter, Stefanie Holzwarth, Harald Krawczyk, Maximilian Langheinrich, David Marshall, Miguel Pato, Mathias Schneider, Peter Schwind, Karl Segl, Helge Witt, Tobias Storch

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Learning Based Prediction of Sun-Induced Fluorescence from Hyplant Imagery.

Jim Buffat, Miguel Pato, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Influence of the Solar Spectra Models on PACO Atmospheric Correction.

Raquel De los Reyes, Rudolf Richter, Martin Bachmann, Kevin Alonso, Bringfried Pflug, Bruno Lafrance, Peter Reinartz

Remote. Sens., 2022

The Spaceborne Imaging Spectrometer Desis: Data Access, Outreach Activities, and Scientific Applications.

Daniele Cerra, David Marshall, Uta Heiden, Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Dietrich, H. Lester, Uwe Knodt, David Krutz, Rupert Müller, Raquel De los Reyes, Peter Reinartz, Mirco Tegler

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Vicarious Calibration of The Desis Imaging Spectrometer: Status and Plans.

Emiliano Carmona, Kevin Alonso, Martin Bachmann, Kara Burch, Daniele Cerra, Raquel De los Reyes, Uta Heiden, Uwe Knodt, David Krutz, David Marshall, Rupert Müller, Peter Reinartz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Erratum: Zekoll, F., et al. Comparison of Masking Algorithms for Sentinel-2 Imagery. Remote Sens. 13, 2021

Viktoria Zekoll, Magdalena Main-Knorn, Kevin Alonso, Jérôme M. B. Louis, David Frantz, Rudolf Richter, Bringfried Pflug

Remote. Sens., 2021

DLR HySU - A Benchmark Dataset for Spectral Unmixing.

Daniele Cerra, Miguel Pato, Kevin Alonso, Claas Köhler, Mathias Schneider, Raquel de los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Peter Reinartz, Rupert Müller

Remote. Sens., 2021

Analysis-Ready Data from Hyperspectral Sensors - The Design of the EnMAP CARD4L-SR Data Product.

Martin Bachmann, Kevin Alonso, Emiliano Carmona, Birgit Gerasch, Martin Habermeyer, Stefanie Holzwarth, Harald Krawczyk, Maximilian Langheinrich, David Marshall, Miguel Pato, Nicole Pinnel, Raquel De los Reyes, Mathias Schneider, Peter Schwind, Tobias Storch

Remote. Sens., 2021

The Spaceborne Imaging Spectrometer Desis: Data Access and Scientific Applications.

Rupert Müller, Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Daniele Dietrich, Peter Gege, Heath Lester, Uta Heiden, Stefanie Holzwarth, Uwe Knodt, David Krutz, David Marshall, Miguel Pato, Raquel De los Reyes, Peter Reinartz, Mirco Tegler

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Vicarious Calibration of the DESIS Imaging Spectrometer.

Emiliano Carmona, Kevin Alonso, Martin Bachmann, Kara Burch, Daniele Cerra, Raquel De los Reyes, Uta Heiden, Uwe Knodt, David Krutz, David Marshall, Rupert Müller, Mary Pagnutti, Peter Reinartz, Robert E. Ryan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Data Validation of the DLR Earth Sensing Imaging Spectrometer DESIS.

Uta Heiden, Kevin Alonso-González, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Raquel de los Reyes, Daniele Dietrich, Uwe Knodt, David Krutz, Rupert Müller, Mary Pagnutti, Rudolf Richter, Robert E. Ryan, Ilse Sebastian, Mirco Tegler

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2.

Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1.

Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

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

Kevin Alonso, Martin Bachmann, Kara Burch, Emiliano Carmona, Daniele Cerra, Raquel De los Reyes, Daniele Dietrich, Uta Heiden, Andreas Hölderlin, Jack Ickes, Uwe Knodt, David Krutz, Heath Lester, Rupert Müller, Mary Pagnutti, Peter Reinartz, Rudolf Richter, Robert E. Ryan, Ilse Sebastian, Mirco Tegler

Sensors, 2019

First Results of the DESIS Imaging Spectrometer On Board the International Space Station.

Emiliano Carmona, Raquel De los Reyes, Mirco Tegler, Valentin Ziel, Kevin Alonso-González, Martin Bachmann, Daniele Cerra, Daniele Dietrich, Uta Heiden, Uwe Knodt, David Krutz, Rupert Müller

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Processing, Validation And Quality Control Of Spaceborne Imaging Spectroscopy Data From Desis Mission on the Iss.

Rupert Müller, Martin Bachmann, Kevin Alonso, Emiliano Carmona, Daniele Cerra, Raquel De los Reyes, Birgit Gerasch, Harald Krawczyk, Valentin Ziel, Uta Heiden, David Krutz

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.

Daniele Cerra, Miguel Pato, Emiliano Carmona, Seyed Majid Azimi, Jiaojiao Tian, Reza Bahmanyar, Franz Kurz, Eleonora Vig, Ksenia Bittner, Corentin Henry, Pablo d'Angelo, Rupert Müller, Kevin Alonso, Peter Fischer, Peter Reinartz

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Heterogeneous Data Mining of Earth Observation Archives: Integration and Fusion of Images, Maps, and In-situ Data (Heterogenes Data-Mining von Archiven der Erdbeobachtung: Integration und Fusion von Bildern, Karten und In-situ-Daten)

Kevin Alonso

PhD thesis, 2017

Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes.

Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives.

Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2016

Visual data mining for feature space exploration using in-situ data.

Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images.

Kevin Alonso, Mihai Datcu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Visual analytics for semantic queries of TerraSAR-X image content.

Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu

Proceedings of the SAR Image Analysis, 2015

LUCAS Visual Browser: A tool for land cover visual analytics.

Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Knowledge-driven image mining system for Big Earth Observation data fusion: GIS maps inclusion in active learning stage.

Kevin Alonso, Mihai Datcu

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012

Ontology Based Middleware for Ranking and Retrieving Information on Locations Adapted for People with Special Needs.

Kevin Alonso, Naiara Aginako, Javier Lozano, Igor G. Olaizola

Proceedings of the Computers Helping People with Special Needs, 2012

2009

DMS-1 Driven Data Model to Enable a Semantic Middleware for Multimedia Information Retrieval in a Broadcaster.

Gorka Marcos, Kevin Alonso, Igor G. Olaizola, Julián Flórez, Arantza Illarramendi

Proceedings of the 4th International Workshop on Semantic Media Adaptation and Personalization, 2009