Kevin Alonso

33 papers C 17Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Sentinel-2 Masking CNNs Trained on Physics-Supervised Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Efrain Padilla-Zepeda, Kevin Alonso, Raquel De los Reyes, Deni Torres Román, Avi Putri Pertiwi, Tobias Storch
2024 C conf
A Deep Learning Approach for Imagery Masking of Spectral Sensors.
IGARSS
Efrain Padilla-Zepeda, Kevin Alonso, Raquel De los Reyes, Deni Torres Román, Avi Putri Pertiwi
2024 J jnl
Physics-Based Machine Learning Emulator of at-Sensor Radiances for Solar-Induced Fluorescence Retrieval in the O$_{2}$-A Absorption Band.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Miguel Pato, Jim Buffat, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr
2024 — conf
Retrieval of Sun-Induced Plant Fluorescence in the O
ECCV Workshops (3)
Jim Buffat, Miguel Pato, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr
2024 J jnl
Retrieval of sun-induced plant fluorescence in the O
CoRR
Jim Buffat, Miguel Pato, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr
2023 C conf
Atmospheric Correction of DESIS and EnMAP Hyperspectral Data: Validation of L2a Products.
IGARSS
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
2023 C conf
Calibration and Validation of the Hyperspectral Mission EnMAP: Results of The Commissioning Phase.
IGARSS
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
2023 C conf
Deep Learning Based Prediction of Sun-Induced Fluorescence from Hyplant Imagery.
IGARSS
Jim Buffat, Miguel Pato, Kevin Alonso, Stefan Auer, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr
2023 C conf
Fast Machine Learning Simulator of At-Sensor Radiances for Solar-Induced Fluorescence Retrieval with DESIS and Hyplant.
IGARSS
Miguel Pato, Kevin Alonso, Stefan Auer, Jim Buffat, Emiliano Carmona, Stefan W. Maier, Rupert Müller, Patrick Rademske, Uwe Rascher, Hanno Scharr
2023 C conf
Introducing DLR Hysu - A Benchmark Dataset for Spectral Unmixing.
IGARSS
Daniele Cerra, Miguel Pato, Kevin Alonso, Claas H. Köhler, Mathias Schneider, Raquel De los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Rupert Müller, Peter Reinartz
2022 J jnl
Influence of the Solar Spectra Models on PACO Atmospheric Correction.
Remote. Sens.
Raquel De los Reyes, Rudolf Richter, Martin Bachmann, Kevin Alonso, Bringfried Pflug, Bruno Lafrance, Peter Reinartz
2022 C conf
The Spaceborne Imaging Spectrometer Desis: Data Access, Outreach Activities, and Scientific Applications.
IGARSS
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
2022 C conf
Vicarious Calibration of The Desis Imaging Spectrometer: Status and Plans.
IGARSS
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
2021 J jnl
Analysis-Ready Data from Hyperspectral Sensors - The Design of the EnMAP CARD4L-SR Data Product.
Remote. Sens.
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
2021 J jnl
DLR HySU - A Benchmark Dataset for Spectral Unmixing.
Remote. Sens.
Daniele Cerra, Miguel Pato, Kevin Alonso, Claas H. Köhler, Mathias Schneider, Raquel De los Reyes, Emiliano Carmona, Rudolf Richter, Franz Kurz, Peter Reinartz, Rupert Müller
2021 J jnl
Erratum: Zekoll, F., et al. Comparison of Masking Algorithms for Sentinel-2 Imagery. Remote Sens. 13, 2021
Remote. Sens.
Viktoria Zekoll, Magdalena Main-Knorn, Kevin Alonso, Jérôme M. B. Louis, David Frantz, Rudolf Richter, Bringfried Pflug
2021 C conf
The Spaceborne Imaging Spectrometer Desis: Data Access and Scientific Applications.
IGARSS
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
2021 C conf
Vicarious Calibration of the DESIS Imaging Spectrometer.
IGARSS
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
2020 C conf
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1.
IGARSS
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
2020 C conf
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2.
IGARSS
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
2019 J jnl
Data Products, Quality and Validation of the DLR Earth Sensing Imaging Spectrometer (DESIS).
Sensors
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
2018 C conf
Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes.
IGARSS
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
2018 C conf
Processing, Validation And Quality Control Of Spaceborne Imaging Spectroscopy Data From Desis Mission on the Iss.
IGARSS
Rupert Müller, Martin Bachmann, Kevin Alonso, Emiliano Carmona, Daniele Cerra, Raquel De los Reyes, Birgit Gerasch, Harald Krawczyk, Valentin Ziel, Uta Heiden, David Krutz
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
2017 J jnl
Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu
2017 J jnl
Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu
2016 C conf
Visual data mining for feature space exploration using in-situ data.
IGARSS
Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu
2015 J jnl
Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kevin Alonso, Mihai Datcu
2015 C conf
LUCAS Visual Browser: A tool for land cover visual analytics.
IGARSS
Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu
2015 — conf
Visual analytics for semantic queries of TerraSAR-X image content.
SAR
Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu
2014 C conf
Knowledge-driven image mining system for Big Earth Observation data fusion: GIS maps inclusion in active learning stage.
IGARSS
Kevin Alonso, Mihai Datcu
2012 — conf
Ontology Based Middleware for Ranking and Retrieving Information on Locations Adapted for People with Special Needs.
ICCHP (1)
Kevin Alonso, Naiara Aginako, Javier Lozano, Igor G. Olaizola
2009 — conf
DMS-1 Driven Data Model to Enable a Semantic Middleware for Multimedia Information Retrieval in a Broadcaster.
SMAP
Gorka Marcos, Kevin Alonso, Igor G. Olaizola, Julián Flórez, Arantza Illarramendi