Ernesto Lopez
Research
Extended Object Tracking (EOT) of maritime vessels using LiDAR and camera information.
Low-parameter general model of maritime vessels.
Click here to visualize how the developed ship hull extent models works on different ship examples.
Publications
2025
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Nygård, Trym Anthonsen;
Lopez, Michael Ernesto;
Brekke, Edmund Førland;
Stahl, Annette.
(2025)
A General Vessel Shape Representation as a Continuous Signed Distance Function via Gaussian Processes.
IFAC-PapersOnLine
Academic article
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Lopez, Michael Ernesto;
Schönlieb, C.;
Aviles-Rivero, A.;
Mester, Rudolf;
Brekke, Edmund Førland;
Stahl, Annette.
(2025)
Heading Estimation of Ships using Deep Learning and Synthetic Non-aerial Images.
Journal of Physics: Conference Series (JPCS)
Academic article
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Folåsen, Steffen;
Baerveldt, Martin Lukas;
Lopez, Michael Ernesto;
Dalhaug, Nicholas;
Stahl, Annette;
Brekke, Edmund Førland.
(2025)
Extended Object Tracking Using a Gaussian Process Extent Model and Scene Flow-LiDAR Fusion.
IEEE Aerospace Conference. Proceedings
Academic article
2024
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Baerveldt, Martin Lukas;
Lopez, Michael Ernesto;
Brekke, Edmund Førland.
(2024)
A Multiple Extended Object Tracker with the Gaussian Process Model Utilizing Negative Information.
Journal of Advances in Information Fusion
Academic article
2023
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Lopez, Michael Ernesto;
Brekke, Edmund Førland;
Mester, Rudolf;
Stahl, Annette.
(2023)
Multiscan Shape Estimation for Extended Object Tracking.
Academic chapter
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Baerveldt, Martin Lukas;
Lopez, Michael Ernesto;
Brekke, Edmund Førland.
(2023)
Extended target PMBM tracker with a Gaussian Process target model on LiDAR data.
Academic chapter
Journal publications
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Nygård, Trym Anthonsen;
Lopez, Michael Ernesto;
Brekke, Edmund Førland;
Stahl, Annette.
(2025)
A General Vessel Shape Representation as a Continuous Signed Distance Function via Gaussian Processes.
IFAC-PapersOnLine
Academic article
-
Lopez, Michael Ernesto;
Schönlieb, C.;
Aviles-Rivero, A.;
Mester, Rudolf;
Brekke, Edmund Førland;
Stahl, Annette.
(2025)
Heading Estimation of Ships using Deep Learning and Synthetic Non-aerial Images.
Journal of Physics: Conference Series (JPCS)
Academic article
-
Folåsen, Steffen;
Baerveldt, Martin Lukas;
Lopez, Michael Ernesto;
Dalhaug, Nicholas;
Stahl, Annette;
Brekke, Edmund Førland.
(2025)
Extended Object Tracking Using a Gaussian Process Extent Model and Scene Flow-LiDAR Fusion.
IEEE Aerospace Conference. Proceedings
Academic article
-
Baerveldt, Martin Lukas;
Lopez, Michael Ernesto;
Brekke, Edmund Førland.
(2024)
A Multiple Extended Object Tracker with the Gaussian Process Model Utilizing Negative Information.
Journal of Advances in Information Fusion
Academic article
Part of book/report
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Lopez, Michael Ernesto;
Brekke, Edmund Førland;
Mester, Rudolf;
Stahl, Annette.
(2023)
Multiscan Shape Estimation for Extended Object Tracking.
Academic chapter
-
Baerveldt, Martin Lukas;
Lopez, Michael Ernesto;
Brekke, Edmund Førland.
(2023)
Extended target PMBM tracker with a Gaussian Process target model on LiDAR data.
Academic chapter
Outreach
2024
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Conference lectureLopez, Michael Ernesto; Vasstein, Kjetil; Brekke, Edmund Førland; Mester, Rudolf; Stahl, Annette. (2024) A General Low-Parameter 3D Ship Hull Extent Model for Object Tracking. 27th International Conference on Information Fusion
2023
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Conference lectureLopez, Michael Ernesto; Brekke, Edmund Førland; Mester, Rudolf; Stahl, Annette. (2023) Multiscan Shape Estimation for Extended Object Tracking. Fusion 2023