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Joseph Landon Garrett

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Joseph Landon Garrett

Researcher
Department of Engineering Cybernetics

joseph.garrett@ntnu.no
Elektro D/B2, B145, Gløshaugen
Publications Outreach

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2025

  • Sigernes, Fred; Birkeland, Roger; Garrett, Joseph Landon; Øvrebø, Henrik; Brovold, Håvard; Bakken, Sivert. (2025) Near infra-red black silicon pushbroom hyperspectral imager. Optics Continuum
    Academic article
  • Lupu, Daniela; Garrett, Joseph Landon; Johansen, Tor Arne; Orlandic, Milica; Necoara, Ion. (2025) Quick unsupervised hyperspectral dimensionality reduction for earth observation: a comparison. IEEE Transactions on Computational Imaging
    Academic article
  • Shelden, Calum; Spreng, Benjamin; Garrett, Joseph Landon; Rahman, Tahmid S.; Kim, Jongbum; Munday, Jeremy N.. (2025) Casimir Force Control Enabled by 3D Nanostructures. Nano Letters
    Academic article

2024

  • Bakken, Sivert; Zolich, Artur; Sørensen, Kai; Marty, Sabine; Harvey, E. Therese; Grant, Stephen Denis. (2024) Initial Field Evaluation of an On-Water Radiometry Robot for Water Quality and Satellite Validation . Proceedings of the International Astronautical Congress
    Academic article
  • Chiatante, Corrado; Berg, Simen; Garrett, Joseph Landon; Halvorsen, Daniel Ørnes; Birkeland, Roger; Orlandic, Milica. (2024) A Coordinated Approach Using Hyperspectral Satellite and USV for Algae Bloom Monitoring in Norwegian Coastal Waters. Proceedings of the International Astronautical Congress
    Academic article
  • Øvrebø, Henrik; Garrett, Joseph Landon; Steinert, Martin; Olsen, Anna. (2024) Additively Manufactured Modular Optical Test Bench for Rapid Prototyping of Satellite Optics. Winter Satellite Workshop
    Abstract
  • Langer, Dennis David; Garrett, Joseph Landon; Berg, Simen; Bakken, Sivert; Birkeland, Roger. (2024) The HYPSO RGB cameras. Proceedings of the International Astronautical Congress
    Academic article
  • Alvarez Justo, Jon; Ghita, Alexandru; Kovac, Daniel; Garrett, Joseph Landon; Georgescu, Mariana-Iuliana; Gonzalez-Llorente, Jesus. (2024) Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
    Academic article
  • Grossu, I.V.; Garrett, Joseph Landon. (2024) New version of Hyper-Fractal Analysis application for estimating the fuzzy fractal dimension of hyperspectral satellite ocean color images. Computer Physics Communications
    Academic article
  • Flores Romero, Alvaro; Le Moan, Steven Yves; Garrett, Joseph Landon; Bakken, Sivert. (2024) Chlorophyll Estimation on Hypso-1 Using Ensemble Machine Learning. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir. (2024) The Role of Rapid Changes in Weather on Phytoplankton Spring Bloom Dynamics From Mid-Norway Using Multiple Observational Platforms. Journal of Geophysical Research (JGR): Oceans
    Academic article
  • Langer, Dennis David; Garrett, Joseph Landon; Kristiansen, Bjørn Andreas; Bakken, Sivert; Berg, Simen; Birkeland, Roger. (2024) Agile Maneuvers for Push-Broom Imaging Satellites. IEEE Transactions on Geoscience and Remote Sensing
    Academic article
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir. (2024) The Role of Rapid Changes in Weather on Phytoplankton Spring Bloom Dynamics Captured by an Autonomous Uncrewed Surface Vehicle. Earth and Space Science
    Academic article
  • Garrett, Joseph Landon; Saatvedt, Ole Kristian. (2024) An investigation into Multimodal UAV imaging for ocean color and benthic mapping. NTNU
    Masters thesis
  • Garrett, Joseph Landon; Gundersen, Hege; Hancke, Kasper; Sætre, Simon Høydal. (2024) Seagrass Health Monitoring Using USV & UAV Data with Machine Learning. NTNU
    Masters thesis
  • Borger, Casper; Garrett, Joseph Landon; Gundersen, Hege; Hancke, Kasper. (2024) Density classification of marine seagrass (Zostera marina) for blue carbon estimation using drones and Convolution Neural Networks. NTNU
    Masters thesis

2023

  • Berg, Simen; Bakken, Sivert; Birkeland, Roger; Chiatante, Corrado; Garrett, Joseph Landon; Johansen, Tor Arne. (2023) Ground systems software for automatic operation of the HYPSO-2 hyperspectral imaging satellite. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Penne, Cameron Louis; Garrett, Joseph Landon; Johansen, Tor Arne; Orlandic, Milica; Heggebø, Ragna. (2023) Independent component analysis: A tool for algal bloom detection. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Kristiansen, Bjørn Andreas; Langer, Dennis David; Garrett, Joseph Landon; Berg, Simen; Gravdahl, Jan Tommy; Johansen, Tor Arne. (2023) Accuracy of a slew maneuver for the HYPSO-1 hyperspectral imaging satellite — in-orbit results. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Bakken, Sivert; Langer, Dennis David; Garrett, Joseph Landon; Le Moan, Steven Yves; Johansen, Tor Arne. (2023) Spatial Resolution Enhancement of Hyperspectral Images from Miniaturized Sensors. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Lupu, Daniela; Necoara, Ion; Ionescu, Tudor C.; Ghinea, L M; Garrett, Joseph Landon; Johansen, Tor Arne. (2023) Dimensionality reduction of hyperspectral images using an ICA-based stochastic second-order optimization algorithm. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Langer, Dennis David; Henriksen, Marie Bøe; Tudor Ionescu, Radu; Johansen, Tor Arne. (2023) An Open Hyperspectral Dataset with Sea-Land-Cloud Ground-Truth from the HYPSO-1 Satellite. arXiv
    Academic article
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Georgescu, Mariana-Iuliana; Tudor Ionescu, Radu; Johansen, Tor Arne. (2023) Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning. arXiv.org
    Academic article
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Langer, Dennis David; Henriksen, Marie Bøe; Tudor Ionescu, Radu; Johansen, Tor Arne. (2023) The HYPSO-1 Sea-Land-Cloud-Labeled Hyperspectral Dataset.
    Database
  • Langer, Dennis David; Berg, Simen; Garrett, Joseph Landon; Birkeland, Roger; Bakken, Sivert; Johansen, Tor Arne. (2023) Agile smallsat operation tool-chain development: Hypso-1 hyperspectral earth observation experiences. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Chiatante, Corrado; Langer, Dennis David; Garrett, Joseph Landon; Birkeland, Roger; Berg, Simen; Orlandic, Milica. (2023) ONBOARD HYPERSPECTRAL CLASSIFICATION ENABLES GEOREFERENCING. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Koc, Yunus Emre; Penne, Cameron Louis; Garrett, Joseph Landon; Orlandic, Milica. (2023) Exploration of Deep Learning for Cloud Segementation in Multispectral and Hyperspectral Satellite Imagery. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Garrett, Joseph Landon; Woldstad, Trym Johannessen. (2023) Self-Organizing Maps for Fusion of Spectral Images. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Masters thesis
  • Williamson, David Roddan; Moreira Fragoso, Glaucia; Majaneva, Sanna Kristiina; Dallolio, Alberto; Halvorsen, Daniel Ørnes; Hasler, Oliver Kevin. (2023) Monitoring Algal Blooms with Complementary Sensors on Multiple Spatial and Temporal Scales. Oceanography
    Academic article
  • Bakken, Sivert; Henriksen, Marie Bøe; Birkeland, Roger; Langer, Dennis David; Oudijk, Adriënne Esmeralda; Berg, Simen. (2023) HYPSO-1 CubeSat: First Images and In-Orbit Characterization. Remote Sensing
    Academic article
  • Langer, Dennis David; Orlandic, Milica; Bakken, Sivert; Birkeland, Roger; Garrett, Joseph Landon; Johansen, Tor Arne. (2023) Robust and Reconfigurable On-Board Processing for a Hyperspectral Imaging Small Satellite. Remote Sensing
    Academic article

2022

  • Bakken, Sivert; Danielsen, Aksel Skrøvset; Døsvik, Kristine; Garrett, Joseph; Orlandic, Milica; Langer, Dennis D.. (2022) A modular hyperspectral image processing pipeline for cubesats. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Henriksen, Marie Bøe; Garrett, Joseph; Johansen, Tor Arne; Sigernes, Fred. (2022) Comparing pre- and post-launch images from the HYPSO-1 cubesat hyperspectral imager. Proceedings of the International Astronautical Congress
    Academic article
  • Garrett, Joseph; Singh, N; Johansen, Tor Arne; Necoara, Ion. (2022) Accelerating support vector machines for remote platforms by increasing sparsity. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Birkeland, Roger; Berg, Simen; Orlandic, Milica; Garrett, Joseph. (2022) On-Board Characterization Of Hyperspectral Image Exposure And Cloud Coverage By Compression Ratio. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Oudijk, Esmée; Hasler, Oliver Kevin; Øveraas, Henning; Marty, Sabine; Williamson, David Roddan; Svendsen, Torbjørn Karl. (2022) Campaign For Hyperspectral Data Validation In North Atlantic Coastal Waters. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Lupu, Daniela; Necoara, Ion; Garrett, Joseph Landon; Johansen, Tor Arne. (2022) Stochastic Higher-Order Independent Component Analysis for Hyperspectral Dimensionality Reduction. IEEE Transactions on Computational Imaging
    Academic article
  • Bakken, Sivert; Birkeland, Roger; Garrett, Joseph; Marton, Per Amund Roaulsson; Orlandic, Milica; Honoré-Livermore, Evelyn. (2022) Testing of Software-Intensive Hyperspectral Imaging Payload for the HYPSO-1 CubeSat. IEEE/SICE International Symposium on System Integration
    Academic article
  • Bakken, Sivert; Honoré-Livermore, Evelyn; Birkeland, Roger; Orlandic, Milica; Prentice, Elizabeth Frances; Garrett, Joseph. (2022) Software Development and Integration of a Hyperspectral Imaging Payload for HYPSO-1. IEEE/SICE International Symposium on System Integration
    Academic article

2021

  • Garrett, Joseph; Johansen, Tor Arne; Orlandic, Milica; Bashir, Muhammad Ahsan; Raeissi, Bahman. (2021) Detecting Pinholes in Coatings with Hyperspectral Imaging. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Honoré-Livermore, Evelyn; Birkeland, Roger; Bakken, Sivert; Garrett, Joseph; Haskins, Cecilia. (2021) Digital Engineering Development in an Academic CubeSat Project. Journal of Aerospace Information Systems
    Academic article
  • Honoré-Livermore, Evelyn; Lyells, Ron; Garrett, Joseph; Angier, Robert (Rock); Epps, Bob. (2021) An Agile Systems Engineering Analysis of a University CubeSat Project Organization. INCOSE International Symposium
    Academic article
  • Garrett, Joseph; Bakken, Sivert; Prentice, Elizabeth Frances; Langer, Dennis D.; Leira, Frederik Stendahl; Honoré-Livermore, Evelyn. (2021) Hyperspectral Image Processing Pipelines on Multiple Platforms for Coordinated Oceanographic Observation. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Grøtte, Mariusz Eivind; Birkeland, Roger; Honoré-Livermore, Evelyn; Bakken, Sivert; Garrett, Joseph; Prentice, Elizabeth Frances. (2021) Ocean Color Hyperspectral Remote Sensing With High Resolution and Low Latency--The HYPSO-1 CubeSat Mission. IEEE Transactions on Geoscience and Remote Sensing
    Academic article
  • Dallolio, Alberto; Quintana Díaz, Gara; Honoré-Livermore, Evelyn; Garrett, Joseph; Birkeland, Roger; Johansen, Tor Arne. (2021) A Satellite-USV System for Persistent Observation of Mesoscale Oceanographic Phenomena. Remote Sensing
    Academic article
  • Raeissi, Bahman; Bashir, Muhammad Ahsan; Garrett, Joseph; Orlandic, Milica; Johansen, Tor Arne; Skramstad, Torbjørn. (2021) Detection of different chemical binders in coatings using hyperspectral imaging. Journal of Coatings Technology and Research (JCTR)
    Academic article
  • Danielsen, Aksel Skrøvset; Johansen, Tor Arne; Garrett, Joseph. (2021) Self-organizing maps for clustering hyperspectral images on-board a cubesat. Remote Sensing
    Academic article

2019

  • Henriksen, Marie Bøe; Garrett, Joseph; Prentice, Elizabeth Frances; Stahl, Annette; Johansen, Tor Arne; Sigernes, Fred. (2019) Real-time Corrections for a Low-cost Hyperspectral Instrument . Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article

Journal publications

  • Sigernes, Fred; Birkeland, Roger; Garrett, Joseph Landon; Øvrebø, Henrik; Brovold, Håvard; Bakken, Sivert. (2025) Near infra-red black silicon pushbroom hyperspectral imager. Optics Continuum
    Academic article
  • Lupu, Daniela; Garrett, Joseph Landon; Johansen, Tor Arne; Orlandic, Milica; Necoara, Ion. (2025) Quick unsupervised hyperspectral dimensionality reduction for earth observation: a comparison. IEEE Transactions on Computational Imaging
    Academic article
  • Shelden, Calum; Spreng, Benjamin; Garrett, Joseph Landon; Rahman, Tahmid S.; Kim, Jongbum; Munday, Jeremy N.. (2025) Casimir Force Control Enabled by 3D Nanostructures. Nano Letters
    Academic article
  • Bakken, Sivert; Zolich, Artur; Sørensen, Kai; Marty, Sabine; Harvey, E. Therese; Grant, Stephen Denis. (2024) Initial Field Evaluation of an On-Water Radiometry Robot for Water Quality and Satellite Validation . Proceedings of the International Astronautical Congress
    Academic article
  • Chiatante, Corrado; Berg, Simen; Garrett, Joseph Landon; Halvorsen, Daniel Ørnes; Birkeland, Roger; Orlandic, Milica. (2024) A Coordinated Approach Using Hyperspectral Satellite and USV for Algae Bloom Monitoring in Norwegian Coastal Waters. Proceedings of the International Astronautical Congress
    Academic article
  • Øvrebø, Henrik; Garrett, Joseph Landon; Steinert, Martin; Olsen, Anna. (2024) Additively Manufactured Modular Optical Test Bench for Rapid Prototyping of Satellite Optics. Winter Satellite Workshop
    Abstract
  • Langer, Dennis David; Garrett, Joseph Landon; Berg, Simen; Bakken, Sivert; Birkeland, Roger. (2024) The HYPSO RGB cameras. Proceedings of the International Astronautical Congress
    Academic article
  • Alvarez Justo, Jon; Ghita, Alexandru; Kovac, Daniel; Garrett, Joseph Landon; Georgescu, Mariana-Iuliana; Gonzalez-Llorente, Jesus. (2024) Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
    Academic article
  • Grossu, I.V.; Garrett, Joseph Landon. (2024) New version of Hyper-Fractal Analysis application for estimating the fuzzy fractal dimension of hyperspectral satellite ocean color images. Computer Physics Communications
    Academic article
  • Flores Romero, Alvaro; Le Moan, Steven Yves; Garrett, Joseph Landon; Bakken, Sivert. (2024) Chlorophyll Estimation on Hypso-1 Using Ensemble Machine Learning. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir. (2024) The Role of Rapid Changes in Weather on Phytoplankton Spring Bloom Dynamics From Mid-Norway Using Multiple Observational Platforms. Journal of Geophysical Research (JGR): Oceans
    Academic article
  • Langer, Dennis David; Garrett, Joseph Landon; Kristiansen, Bjørn Andreas; Bakken, Sivert; Berg, Simen; Birkeland, Roger. (2024) Agile Maneuvers for Push-Broom Imaging Satellites. IEEE Transactions on Geoscience and Remote Sensing
    Academic article
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir. (2024) The Role of Rapid Changes in Weather on Phytoplankton Spring Bloom Dynamics Captured by an Autonomous Uncrewed Surface Vehicle. Earth and Space Science
    Academic article
  • Berg, Simen; Bakken, Sivert; Birkeland, Roger; Chiatante, Corrado; Garrett, Joseph Landon; Johansen, Tor Arne. (2023) Ground systems software for automatic operation of the HYPSO-2 hyperspectral imaging satellite. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Penne, Cameron Louis; Garrett, Joseph Landon; Johansen, Tor Arne; Orlandic, Milica; Heggebø, Ragna. (2023) Independent component analysis: A tool for algal bloom detection. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Kristiansen, Bjørn Andreas; Langer, Dennis David; Garrett, Joseph Landon; Berg, Simen; Gravdahl, Jan Tommy; Johansen, Tor Arne. (2023) Accuracy of a slew maneuver for the HYPSO-1 hyperspectral imaging satellite — in-orbit results. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Bakken, Sivert; Langer, Dennis David; Garrett, Joseph Landon; Le Moan, Steven Yves; Johansen, Tor Arne. (2023) Spatial Resolution Enhancement of Hyperspectral Images from Miniaturized Sensors. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Langer, Dennis David; Henriksen, Marie Bøe; Tudor Ionescu, Radu; Johansen, Tor Arne. (2023) An Open Hyperspectral Dataset with Sea-Land-Cloud Ground-Truth from the HYPSO-1 Satellite. arXiv
    Academic article
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Georgescu, Mariana-Iuliana; Tudor Ionescu, Radu; Johansen, Tor Arne. (2023) Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning. arXiv.org
    Academic article
  • Langer, Dennis David; Berg, Simen; Garrett, Joseph Landon; Birkeland, Roger; Bakken, Sivert; Johansen, Tor Arne. (2023) Agile smallsat operation tool-chain development: Hypso-1 hyperspectral earth observation experiences. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Chiatante, Corrado; Langer, Dennis David; Garrett, Joseph Landon; Birkeland, Roger; Berg, Simen; Orlandic, Milica. (2023) ONBOARD HYPERSPECTRAL CLASSIFICATION ENABLES GEOREFERENCING. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Koc, Yunus Emre; Penne, Cameron Louis; Garrett, Joseph Landon; Orlandic, Milica. (2023) Exploration of Deep Learning for Cloud Segementation in Multispectral and Hyperspectral Satellite Imagery. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Williamson, David Roddan; Moreira Fragoso, Glaucia; Majaneva, Sanna Kristiina; Dallolio, Alberto; Halvorsen, Daniel Ørnes; Hasler, Oliver Kevin. (2023) Monitoring Algal Blooms with Complementary Sensors on Multiple Spatial and Temporal Scales. Oceanography
    Academic article
  • Bakken, Sivert; Henriksen, Marie Bøe; Birkeland, Roger; Langer, Dennis David; Oudijk, Adriënne Esmeralda; Berg, Simen. (2023) HYPSO-1 CubeSat: First Images and In-Orbit Characterization. Remote Sensing
    Academic article
  • Langer, Dennis David; Orlandic, Milica; Bakken, Sivert; Birkeland, Roger; Garrett, Joseph Landon; Johansen, Tor Arne. (2023) Robust and Reconfigurable On-Board Processing for a Hyperspectral Imaging Small Satellite. Remote Sensing
    Academic article
  • Bakken, Sivert; Danielsen, Aksel Skrøvset; Døsvik, Kristine; Garrett, Joseph; Orlandic, Milica; Langer, Dennis D.. (2022) A modular hyperspectral image processing pipeline for cubesats. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Henriksen, Marie Bøe; Garrett, Joseph; Johansen, Tor Arne; Sigernes, Fred. (2022) Comparing pre- and post-launch images from the HYPSO-1 cubesat hyperspectral imager. Proceedings of the International Astronautical Congress
    Academic article
  • Garrett, Joseph; Singh, N; Johansen, Tor Arne; Necoara, Ion. (2022) Accelerating support vector machines for remote platforms by increasing sparsity. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Birkeland, Roger; Berg, Simen; Orlandic, Milica; Garrett, Joseph. (2022) On-Board Characterization Of Hyperspectral Image Exposure And Cloud Coverage By Compression Ratio. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Oudijk, Esmée; Hasler, Oliver Kevin; Øveraas, Henning; Marty, Sabine; Williamson, David Roddan; Svendsen, Torbjørn Karl. (2022) Campaign For Hyperspectral Data Validation In North Atlantic Coastal Waters. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Lupu, Daniela; Necoara, Ion; Garrett, Joseph Landon; Johansen, Tor Arne. (2022) Stochastic Higher-Order Independent Component Analysis for Hyperspectral Dimensionality Reduction. IEEE Transactions on Computational Imaging
    Academic article
  • Bakken, Sivert; Birkeland, Roger; Garrett, Joseph; Marton, Per Amund Roaulsson; Orlandic, Milica; Honoré-Livermore, Evelyn. (2022) Testing of Software-Intensive Hyperspectral Imaging Payload for the HYPSO-1 CubeSat. IEEE/SICE International Symposium on System Integration
    Academic article
  • Bakken, Sivert; Honoré-Livermore, Evelyn; Birkeland, Roger; Orlandic, Milica; Prentice, Elizabeth Frances; Garrett, Joseph. (2022) Software Development and Integration of a Hyperspectral Imaging Payload for HYPSO-1. IEEE/SICE International Symposium on System Integration
    Academic article
  • Garrett, Joseph; Johansen, Tor Arne; Orlandic, Milica; Bashir, Muhammad Ahsan; Raeissi, Bahman. (2021) Detecting Pinholes in Coatings with Hyperspectral Imaging. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Honoré-Livermore, Evelyn; Birkeland, Roger; Bakken, Sivert; Garrett, Joseph; Haskins, Cecilia. (2021) Digital Engineering Development in an Academic CubeSat Project. Journal of Aerospace Information Systems
    Academic article
  • Honoré-Livermore, Evelyn; Lyells, Ron; Garrett, Joseph; Angier, Robert (Rock); Epps, Bob. (2021) An Agile Systems Engineering Analysis of a University CubeSat Project Organization. INCOSE International Symposium
    Academic article
  • Garrett, Joseph; Bakken, Sivert; Prentice, Elizabeth Frances; Langer, Dennis D.; Leira, Frederik Stendahl; Honoré-Livermore, Evelyn. (2021) Hyperspectral Image Processing Pipelines on Multiple Platforms for Coordinated Oceanographic Observation. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Grøtte, Mariusz Eivind; Birkeland, Roger; Honoré-Livermore, Evelyn; Bakken, Sivert; Garrett, Joseph; Prentice, Elizabeth Frances. (2021) Ocean Color Hyperspectral Remote Sensing With High Resolution and Low Latency--The HYPSO-1 CubeSat Mission. IEEE Transactions on Geoscience and Remote Sensing
    Academic article
  • Dallolio, Alberto; Quintana Díaz, Gara; Honoré-Livermore, Evelyn; Garrett, Joseph; Birkeland, Roger; Johansen, Tor Arne. (2021) A Satellite-USV System for Persistent Observation of Mesoscale Oceanographic Phenomena. Remote Sensing
    Academic article
  • Raeissi, Bahman; Bashir, Muhammad Ahsan; Garrett, Joseph; Orlandic, Milica; Johansen, Tor Arne; Skramstad, Torbjørn. (2021) Detection of different chemical binders in coatings using hyperspectral imaging. Journal of Coatings Technology and Research (JCTR)
    Academic article
  • Danielsen, Aksel Skrøvset; Johansen, Tor Arne; Garrett, Joseph. (2021) Self-organizing maps for clustering hyperspectral images on-board a cubesat. Remote Sensing
    Academic article
  • Henriksen, Marie Bøe; Garrett, Joseph; Prentice, Elizabeth Frances; Stahl, Annette; Johansen, Tor Arne; Sigernes, Fred. (2019) Real-time Corrections for a Low-cost Hyperspectral Instrument . Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article

Part of book/report

  • Lupu, Daniela; Necoara, Ion; Ionescu, Tudor C.; Ghinea, L M; Garrett, Joseph Landon; Johansen, Tor Arne. (2023) Dimensionality reduction of hyperspectral images using an ICA-based stochastic second-order optimization algorithm. IEEE conference proceedings
    Academic chapter/article/Conference paper

Report

  • Garrett, Joseph Landon; Saatvedt, Ole Kristian. (2024) An investigation into Multimodal UAV imaging for ocean color and benthic mapping. NTNU
    Masters thesis
  • Garrett, Joseph Landon; Gundersen, Hege; Hancke, Kasper; Sætre, Simon Høydal. (2024) Seagrass Health Monitoring Using USV & UAV Data with Machine Learning. NTNU
    Masters thesis
  • Borger, Casper; Garrett, Joseph Landon; Gundersen, Hege; Hancke, Kasper. (2024) Density classification of marine seagrass (Zostera marina) for blue carbon estimation using drones and Convolution Neural Networks. NTNU
    Masters thesis
  • Garrett, Joseph Landon; Woldstad, Trym Johannessen. (2023) Self-Organizing Maps for Fusion of Spectral Images. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
    Masters thesis

Product

  • Alvarez Justo, Jon; Garrett, Joseph Landon; Langer, Dennis David; Henriksen, Marie Bøe; Tudor Ionescu, Radu; Johansen, Tor Arne. (2023) The HYPSO-1 Sea-Land-Cloud-Labeled Hyperspectral Dataset.
    Database

Outreach

2025

  • Academic lecture
    Langer, Dennis David; Birkeland, Roger; Berg, Simen; Garrett, Joseph Landon. (2025) Early results from the HYPSO-2 hyperspectral mission. Aalto University Winter Satellite Workshop 2025 , Espoo 2025-01-21 - 2025-01-23

2024

  • Lecture
    Singh, Asmita; Sanchez Puerto, Nicolas; Moreira Fragoso, Glaucia; Garrett, Joseph Landon; Johnsen, Geir; Johansen, Tor Arne. (2024) The Observational Pyramid: Unravelling the Physical and Biogeochemical Processes in the Remote Polar Oceans. National Institute of Oceanography Surface Ocean Lower Atmosphere (SOLAS) conference , Goa, India 2024-11-10 - 2024-11-14
  • Poster
    Singh, Asmita; Sanchez Puerto, Nicolas; Moreira Fragoso, Glaucia; Garrett, Joseph Landon; Johnsen, Geir; Johansen, Tor Arne. (2024) Decoding Oceanic Mysteries: The Observational Pyramid for Insights into the Physical and Biogeochemical Changes in the Remote Polar Oceans. Framsenteret, Norsk Polarinstitutt Antarktisseminaret 2024 , Tromsø, Norge 2024-05-07 - 2024-05-08
  • Academic lecture
    Bakken, Sivert; Zolich, Artur; Sørensen, Kai; Marty, Sabine; Harvey, E. Therese; Grant, Stephen Denis. (2024) Initial Field Evaluation of an On-Water Radiometry Robot for Water Quality and Satellite Validation . IAC Congress , Milano 2024-10-14 - 2024-10-18
  • Poster
    Singh, Asmita; Sanchez Puerto, Nicolas; Moreira Fragoso, Glaucia; Garrett, Joseph Landon; Johnsen, Geir; Johansen, Tor Arne. (2024) Enhancing Remote Polar Ocean Monitoring: Applying the Observational Pyramid for Improved Climate Insights. Digital Life Norway Digital Life Norway: Research School Conference , Oslo, Norge 2024-10-14 - 2024-10-16
  • Academic lecture
    Langer, Dennis David; Garrett, Joseph Landon; Berg, Simen; Bakken, Sivert; Birkeland, Roger. (2024) The HYPSO RGB cameras. Inernational Astronautical Congress 2024 2024-10-14 - 2024-10-18
  • Lecture
    Berg, Simen; Sivertsen, Eirik Selnæs; Kristiansen, Bjørn Andreas; Bakken, Sivert; Birkeland, Roger; Chiatante, Corrado. (2024) Eksempler og live-demonstrasjon av noe av det vi kan gjøre med norske mikrosatellitter. luftkrigsskolen Luftmaktseminaret 2024 , Luftkrigsskolen 2024-02-07 - 2024-02-08
  • Lecture
    Berg, Simen; Birkeland, Roger; Bakken, Sivert; Chiatante, Corrado; Kristiansen, Bjørn Andreas; Langer, Dennis David. (2024) Experiences and data collected from HYPSO-1’s​ second year in orbit. Aalto University Winter Satellite Workshop 2024 , Aalto University, Espoo, Finland 2024-01-17 - 2024-01-19
  • Academic lecture
    Chiatante, Corrado; Berg, Simen; Garrett, Joseph Landon; Halvorsen, Daniel Ørnes; Birkeland, Roger; Orlandic, Milica. (2024) A Coordinated Approach Using Hyperspectral Satellite and USV for Algae Bloom Monitoring in Norwegian Coastal Waters. International Astronautical Federation International Astronautical Congress 2024 , Milan 2024-10-14 - 2024-10-18
  • Academic lecture
    Penne, Cameron Louis; Orlandic, Milica; Garrett, Joseph Landon. (2024) Hyperspectral Change Detection for monitoring harmful algae blooms in aquatic scenes using independent component analysis. 75th International Astronautical Congress (IAC) , Milan 2024-10-14 - 2024-10-18
  • Academic lecture
    Løvås, Håvard Snefjellå; Garrett, Joseph Landon; Kvile, Kristina Øie; Hancke, Kasper; Gundersen, Hege; Buls, Toms. (2024) Drone-based high-resolution hyperspectral mapping and monitoring of the seafloor – a study across tides. GEOHAB conference , Arendal 2024-05-07 - 2024-05-07
  • Academic lecture
    Garrett, Joseph Landon; Kvile, Kristina Øie; Hancke, Kasper; Gundersen, Hege; Buls, Toms; Poulsen, Robert Nøddebo. (2024) Drone-based high-resolution hyperspectral mapping and monitoring of the seafloor – a study across tides. GEOHAB GEOHAB 2024 , Arendal, Norway 2024-05-06 - 2024-05-09
  • Academic lecture
    Hancke, Kasper; Gundersen, Hege; Ghareeb, Medyan; Borger, Casper; Sætre, Simon Høydal; Lindemann, Christian. (2024) Evaluating drone imaging and AI for mapping seagrass distribution and ecosystem services. GEOHAB GEOHAB conference , Arendal 2024-05-06 - 2024-05-09

2023

  • Poster
    Kristiansen, Bjørn Andreas; Langer, Dennis David; Garrett, Joseph Landon; Berg, Simen; Gravdahl, Jan Tommy; Johansen, Tor Arne. (2023) Accuracy of a slew maneuver for the HYPSO-1 hyperspectral imaging satellite — in-orbit results. IEEE 13th Workshop on Hyperspectral Image and Signal Processing: Evolution in Signal Processing , Athens, Greece 2023-11-01 - 2023-11-01
  • Academic lecture
    Flores-Romero, Alvaro; Le Moan, Steven Yves; Garrett, Joseph Landon; Bakken, Sivert. (2023) EVALUATING CHLOROPHYLL ESTIMATION FROM MACHINE LEARNING MODELS USING SURFACE REFLECTANCE FROM HYPSO-1 AND THE GLORIA DATASET. IEEE 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) , Athens 2023-10-31 - 2023-11-02
  • Poster
    Langer, Dennis David; Berg, Simen; Garrett, Joseph Landon; Birkeland, Roger; Bakken, Sivert; Johansen, Tor Arne. (2023) Agile smallsat operation tool-chain development: Hypso-1 hyperspectral earth observation experiences. IEEE 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing 2023 , Athen 2023-10-31 - 2023-11-02
  • Poster
    Moreira Fragoso, Glaucia; Sanchez, Nicolas; Garrett, Joseph Landon; Davies, Emlyn John; Haugum, Matias. (2023) From molecules to satellites - how can we use multi-sensor approaches to extract plankton traits?. 6th Trait-based approach for ocean life 2023-08-15 - 2023-08-17
  • Poster
    Chiatante, Corrado; Langer, Dennis David; Garrett, Joseph Landon; Birkeland, Roger; Berg, Simen; Orlandic, Milica. (2023) ONBOARD HYPERSPECTRAL CLASSIFICATION ENABLES GEOREFERENCING. WHISPERS 2023 2023-11-01 - 2023-11-01
  • Poster
    Røysland, Jonas; Langer, Dennis David; Berg, Simen; Orlandic, Milica; Garrett, Joseph Landon. (2023) Hyperspectral classification onboard the HYPSO-1 cubesat. WHISPERS , Athens 2023-10-31 - 2023-11-02
  • Academic lecture
    Koc, Yunus Emre; Penne, Cameron Louis; Garrett, Joseph Landon; Orlandic, Milica. (2023) Exploration of Deep Learning for Cloud Segementation in Multispectral and Hyperspectral Satellite Imagery. Vincent Couturier-Doux and Audrey Dibilio 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) , Athens, Greece 2023-10-31 - 2023-11-02
  • Poster
    Penne, Cameron Louis; Garrett, Joseph Landon; Johansen, Tor Arne; Orlandic, Milica; Heggebø, Ragna. (2023) Independent component analysis: A tool for algal bloom detection. Vincent Couturier-Doux and Audrey Dibilio 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) , Athens, Greece 2023-10-31 - 2023-11-02
  • Academic lecture
    Berg, Simen; Bakken, Sivert; Birkeland, Roger; Chiatante, Corrado; Garrett, Joseph Landon; Johansen, Tor Arne. (2023) Ground systems software for automatic operation of the HYPSO-2 hyperspectral imaging satellite. SPIE Sensors, Systems, and Next-Generation Satellites XXVII , Rai Amsterdam 2023-10-15 - 2023-10-19
  • Academic lecture
    Salberg, Arnt-Børre; Liu, Izzie Yi; Jensen, Are Charles; Reksten, Jarle Hamar; Garrett, Joseph Landon; Sample, James Edward. (2023) SeaBee - Norwegian Infrastructure for Drone-based Research, Mapping and Monitoring in the Coastal Zone. NORA NORA Annual Conference 2023 , Tromsø 2023-06-05 - 2023-06-06

2022

  • Interview
    de Luigi, Guendalina; Hancke, Kasper; Poulsen, Robert Nøddebo; Gundersen, Hege; Kvile, Kristina Øie; Ødegaard, Øyvind Tangen. (2022) Wizards of the Norwegian Coast. www.news.grida.no www.news.grida.no [Internet] 2022-12-16
  • Academic lecture
    Bakken, Sivert; Danielsen, Aksel; Døsvik, K; Garrett, Joseph; Orlandic, Milica; Langer, Dennis D.. (2022) A modular hyperspectral image processing pipeline for cubesats. 12th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Rome 2022-09-13 - 2022-09-16
  • Academic lecture
    Henriksen, Marie Bøe; Garrett, Joseph; Johansen, Tor Arne; Sigernes, Fred. (2022) Comparing pre- and post-launch images from the HYPSO-1 cubesat hyperspectral imager. 73rd International Astronautical Congress (IAC), Paris 2022-09-18 - 2022-09-22
  • Lecture
    Oudijk, Esmée; Hasler, Oliver Kevin; Overaas, H; Marty, Sabine; Williamson, David; Svendsen, T. (2022) Campaign For Hyperspectral Data Validation In North Atlantic Coastal Waters. 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) 2022-10-13 - 2022-10-16
  • Academic lecture
    Garrett, Joseph; Singh, N; Johansen, Tor Arne; Necoara, Ion. (2022) Accelerating support vector machines for remote platforms by increasing sparsity. 12th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Rome 2022-09-13 - 2022-09-16
  • Academic lecture
    Birkeland, Roger; Berg, Simen; Orlandic, Milica; Garrett, Joseph. (2022) ON-BOARD CHARACTERIZATION OF HYPERSPECTRAL IMAGE EXPOSURE AND CLOUD COVERAGE BY COMPRESSION RATIO. 12th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) 2022-10-13 - 2022-10-16

2021

  • Academic lecture
    Honoré-Livermore, Evelyn; Lyells, Ron; Garrett, Joseph; Angier, Robert (Rock); Epps, Bob. (2021) An Agile Systems Engineering Analysis of a University CubeSat Project Organization. INCOSE INCOSE International Symposium , Virtuelt 2021-07-17 - 2021-07-22
  • Academic lecture
    Garrett, Joseph; Johansen, Tor Arne; Orlandic, Milica; Bashir, Muhammad Ahsan; Raeissi, Bahman. (2021) Detecting Pinholes in Coatings with Hyperspectral Imaging. 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) 2021-03-24 - 2021-03-26

2019

  • Academic lecture
    Garrett, Joseph; Langer, Dennis D.; Avagian, Karine; Stahl, Annette. (2019) Accuracy of super-resolution for hyperspectral ocean observations. IEEE OCEANS , Marseille 2019-06-17 - 2019-06-20
  • Lecture
    Garrett, Joseph. (2019) Understanding hyperspectral images of the coastal ocean. AMOS Day , Trondheim 2019-10-29 -
  • Academic lecture
    Henriksen, Marie Bøe; Garrett, Joseph; Prentice, Elizabeth Frances; Sigernes, Fred; Stahl, Annette; Johansen, Tor Arne. (2019) Real-time Corrections for a Low-cost Hyperspectral Instrument . IEEE WHISPERS , Amsterdam 2019-09-24 - 2019-09-26

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