Navigation

  • Skip to Content
NTNU Home NTNU Home

ntnu.edu

  • Studies
    • Master's programmes in English
    • For exchange students
    • PhD opportunities
    • All programmes of study
    • Courses
    • Financing
    • Language requirements
    • Application process
    • Academic calendar
    • FAQ
  • Research and innovation
    • NTNU research
    • Research excellence
    • Strategic research areas
    • Innovation resources
    • PhD opportunities
  • Life and housing
    • Student in Trondheim
    • Student in Gjøvik
    • Student in Ålesund
    • For researchers
    • Life and housing
  • About NTNU
    • Contact us
    • Faculties and departments
    • Libraries
    • International researcher support
    • Vacancies
    • About NTNU
    • Maps
  1. Employees

Språkvelger

Norsk

Joseph Landon Garrett

Download press photo
Download press photo
Foto:

Joseph Landon Garrett

Researcher
Department of Engineering Cybernetics

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

Publications

  • Chronological
  • By category
  • All publications registered in NVA

2026

  • Øvrebø, Henrik; Hole, Brage Sterkeby; Hauge, Henrik Pedersen; Steinert, Martin; Olsen, Anna; Sigernes, Fred; Garrett, Joseph Landon. (2026) Adaptation and Mechanical Validation of a COTS Telescope for LEO Hyperspectral Imaging Using an Additively Manufactured Structure †. Applied Sciences
    Academic article
  • Halvorsen, Daniel Ørnes; Chiatante, Corrado; Penne, Cameron Louis; Singh, Asmita; Bakken, Sivert; Moreira Fragoso, Glaucia; Birkeland, Roger; Dallolio, Alberto; Garrett, Joseph Landon; Johansen, Tor Arne. (2026) Operational closed-loop system for multi-scale chlorophyll-a monitoring along the Norwegian coast. Frontiers in Marine Science
    Academic article

2025

  • Øvrebø, Henrik H.; Garrett, Joseph Landon; Steinert, Martin; Olsen, Anna. (2025) Enhancing Small Earth Observation Satellites with Space Grade Commercial-Off-The-Shelf (SCOTS) Telescope Payloads. Proceedings of the International Astronautical Congress
    Academic article
  • Penne, Cameron Louis; Orlandic, Milica; Garrett, Joseph Landon. (2025) Multimodal analysis of hyperspectral images from HYPSO-1/2 cube satellites. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Sigernes, Fred; Birkeland, Roger; Garrett, Joseph Landon; Øvrebø, Henrik; Brovold, Håvard; Bakken, Sivert; Mougin-Trichon, Gaspar; Johansen, Tor Arne. (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

  • 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
    Conference abstract
  • 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
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir; Johansen, Tor Arne. (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
  • Bakken, Sivert; Zolich, Artur; Sørensen, Kai; Marty, Sabine; Harvey, E. Therese; Grant, Stephen Denis; Garrett, Joseph Landon; Osanen, Janina Emilia; Perumthuruthil Suseelan, Vishnu; Saesin, Pipatthra. (2024) Initial Field Evaluation of an On-Water Radiometry Robot for Water Quality and Satellite Validation. Proceedings of the International Astronautical Congress
    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
  • 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; Ionescu, Radu Tudor; Johansen, Tor Arne. (2024) Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
    Academic article
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir; Johansen, Tor Arne. (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
  • 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
  • Garrett, Joseph Landon; Saatvedt, Ole Kristian. (2024) An investigation into Multimodal UAV imaging for ocean color and benthic mapping. Norges teknisk-naturvitenskapelige universitet
    Master thesis
  • Garrett, Joseph Landon; Gundersen, Hege; Hancke, Kasper; Sætre, Simon Høydal. (2024) Seagrass Health Monitoring Using USV & UAV Data with Machine Learning. Norges teknisk-naturvitenskapelige universitet
    Master 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. Norges teknisk-naturvitenskapelige universitet
    Master thesis
  • Langer, Dennis David; Garrett, Joseph Landon; Kristiansen, Bjørn Andreas; Bakken, Sivert; Berg, Simen; Birkeland, Roger; Gravdahl, Jan Tommy; Johansen, Tor Arne; Sørensen, Asgeir Johan. (2024) Agile Maneuvers for Push-Broom Imaging Satellites. IEEE Transactions on Geoscience and Remote Sensing
    Academic article

2023

  • 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
  • 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.
    Academic chapter
  • Williamson, David Roddan; Moreira Fragoso, Glaucia; Majaneva, Sanna Kristiina; Dallolio, Alberto; Halvorsen, Daniel Ørnes; Hasler, Oliver Kevin; Oudijk, Adriënne Esmeralda; Langer, Dennis David; Johansen, Tor Arne; Johnsen, Geir. (2023) Monitoring Algal Blooms with Complementary Sensors on Multiple Spatial and Temporal Scales. Oceanography
    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
  • Langer, Dennis David; Berg, Simen; Garrett, Joseph Landon; Birkeland, Roger; Bakken, Sivert; Johansen, Tor Arne; Sørensen, Asgeir Johan. (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
  • 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
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Langer, Dennis David; Henriksen, Marie Bøe; Ionescu, Radu Tudor; 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; Ionescu, Radu Tudor; Johansen, Tor Arne. (2023) Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning. arXiv.org
    Academic article
  • Langer, Dennis David; Orlandic, Milica; Bakken, Sivert; Birkeland, Roger; Garrett, Joseph Landon; Johansen, Tor Arne; Sørensen, Asgeir Johan. (2023) Robust and Reconfigurable On-Board Processing for a Hyperspectral Imaging Small Satellite. Remote Sensing
    Academic article
  • Garrett, Joseph Landon; Woldstad, Trym Johannessen. (2023) Self-Organizing Maps for Fusion of Spectral Images. Norges teknisk-naturvitenskapelige universitet
    Master thesis
  • 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
  • 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
  • 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
  • Bakken, Sivert; Henriksen, Marie Bøe; Birkeland, Roger; Langer, Dennis David; Oudijk, Adriënne Esmeralda; Berg, Simen; Pursley, Yeshi Jampel; Garrett, Joseph Landon; Gran-Jansen, Fredrik; Honoré-Livermore, Evelyn. (2023) HYPSO-1 CubeSat: First Images and In-Orbit Characterization. Remote Sensing
    Academic article

2022

  • 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
  • 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; Berg, Simen; Birkeland, Roger; Halvorsen, Daniel Ørnes; Bakken, Sivert. (2022) Campaign For Hyperspectral Data Validation In North Atlantic Coastal Waters. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    Academic article
  • Bakken, Sivert; Birkeland, Roger; Garrett, Joseph; Marton, Per Amund Roaulsson; Orlandic, Milica; Honoré-Livermore, Evelyn; Langer, Dennis D.; Haskins, Cecilia; Johansen, Tor Arne. (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; Langer, Dennis D.; Haskins, Cecilia; Johansen, Tor Arne. (2022) Software Development and Integration of a Hyperspectral Imaging Payload for HYPSO-1. IEEE/SICE International Symposium on System Integration
    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
  • Bakken, Sivert; Danielsen, Aksel Skrøvset; Døsvik, Kristine; Garrett, Joseph; Orlandic, Milica; Langer, Dennis D.; Johansen, Tor Arne. (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

2021

  • Danielsen, Aksel Skrøvset; Johansen, Tor Arne; Garrett, Joseph. (2021) Self-organizing maps for clustering hyperspectral images on-board a cubesat. Remote Sensing
    Academic article
  • Dallolio, Alberto; Díaz, Gara Quintana; 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
  • Grøtte, Mariusz Eivind; Birkeland, Roger; Honoré-Livermore, Evelyn; Bakken, Sivert; Garrett, Joseph; Prentice, Elizabeth Frances; Sigernes, Fred; Orlandic, Milica; Gravdahl, Jan Tommy; Johansen, Tor Arne. (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
  • 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
  • Garrett, Joseph; Bakken, Sivert; Prentice, Elizabeth Frances; Langer, Dennis D.; Leira, Frederik Stendahl; Honoré-Livermore, Evelyn; Birkeland, Roger; Grøtte, Mariusz Eivind; Johansen, Tor Arne; Orlandic, Milica. (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
  • 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
  • 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

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

  • Øvrebø, Henrik; Hole, Brage Sterkeby; Hauge, Henrik Pedersen; Steinert, Martin; Olsen, Anna; Sigernes, Fred; Garrett, Joseph Landon. (2026) Adaptation and Mechanical Validation of a COTS Telescope for LEO Hyperspectral Imaging Using an Additively Manufactured Structure †. Applied Sciences
    Academic article
  • Halvorsen, Daniel Ørnes; Chiatante, Corrado; Penne, Cameron Louis; Singh, Asmita; Bakken, Sivert; Moreira Fragoso, Glaucia; Birkeland, Roger; Dallolio, Alberto; Garrett, Joseph Landon; Johansen, Tor Arne. (2026) Operational closed-loop system for multi-scale chlorophyll-a monitoring along the Norwegian coast. Frontiers in Marine Science
    Academic article
  • Øvrebø, Henrik H.; Garrett, Joseph Landon; Steinert, Martin; Olsen, Anna. (2025) Enhancing Small Earth Observation Satellites with Space Grade Commercial-Off-The-Shelf (SCOTS) Telescope Payloads. Proceedings of the International Astronautical Congress
    Academic article
  • Penne, Cameron Louis; Orlandic, Milica; Garrett, Joseph Landon. (2025) Multimodal analysis of hyperspectral images from HYPSO-1/2 cube satellites. Proceedings of SPIE, the International Society for Optical Engineering
    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
  • 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
  • Dallolio, Alberto; Díaz, Gara Quintana; 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
  • 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
    Conference abstract
  • 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
  • Sigernes, Fred; Birkeland, Roger; Garrett, Joseph Landon; Øvrebø, Henrik; Brovold, Håvard; Bakken, Sivert; Mougin-Trichon, Gaspar; Johansen, Tor Arne. (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
  • 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
  • Williamson, David Roddan; Moreira Fragoso, Glaucia; Majaneva, Sanna Kristiina; Dallolio, Alberto; Halvorsen, Daniel Ørnes; Hasler, Oliver Kevin; Oudijk, Adriënne Esmeralda; Langer, Dennis David; Johansen, Tor Arne; Johnsen, Geir. (2023) Monitoring Algal Blooms with Complementary Sensors on Multiple Spatial and Temporal Scales. Oceanography
    Academic article
  • Grøtte, Mariusz Eivind; Birkeland, Roger; Honoré-Livermore, Evelyn; Bakken, Sivert; Garrett, Joseph; Prentice, Elizabeth Frances; Sigernes, Fred; Orlandic, Milica; Gravdahl, Jan Tommy; Johansen, Tor Arne. (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
  • 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
  • Langer, Dennis David; Berg, Simen; Garrett, Joseph Landon; Birkeland, Roger; Bakken, Sivert; Johansen, Tor Arne; Sørensen, Asgeir Johan. (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
  • 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; Berg, Simen; Birkeland, Roger; Halvorsen, Daniel Ørnes; Bakken, Sivert. (2022) Campaign For Hyperspectral Data Validation In North Atlantic Coastal Waters. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
    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
  • Garrett, Joseph; Bakken, Sivert; Prentice, Elizabeth Frances; Langer, Dennis D.; Leira, Frederik Stendahl; Honoré-Livermore, Evelyn; Birkeland, Roger; Grøtte, Mariusz Eivind; Johansen, Tor Arne; Orlandic, Milica. (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
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir; Johansen, Tor Arne. (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
  • Bakken, Sivert; Zolich, Artur; Sørensen, Kai; Marty, Sabine; Harvey, E. Therese; Grant, Stephen Denis; Garrett, Joseph Landon; Osanen, Janina Emilia; Perumthuruthil Suseelan, Vishnu; Saesin, Pipatthra. (2024) Initial Field Evaluation of an On-Water Radiometry Robot for Water Quality and Satellite Validation. Proceedings of the International Astronautical Congress
    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
  • 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
  • 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
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Langer, Dennis David; Henriksen, Marie Bøe; Ionescu, Radu Tudor; 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; Ghita, Alexandru; Kovac, Daniel; Garrett, Joseph Landon; Georgescu, Mariana-Iuliana; Gonzalez-Llorente, Jesus; Ionescu, Radu Tudor; Johansen, Tor Arne. (2024) Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
    Academic article
  • Alvarez Justo, Jon; Garrett, Joseph Landon; Georgescu, Mariana-Iuliana; Ionescu, Radu Tudor; Johansen, Tor Arne. (2023) Sea-Land-Cloud Segmentation in Satellite Hyperspectral Imagery by Deep Learning. arXiv.org
    Academic article
  • Moreira Fragoso, Glaucia; Dallolio, Alberto; Grant, Stephen Denis; Garrett, Joseph Landon; Ellingsen, Ingrid Helene; Johnsen, Geir; Johansen, Tor Arne. (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
  • 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
  • Bakken, Sivert; Birkeland, Roger; Garrett, Joseph; Marton, Per Amund Roaulsson; Orlandic, Milica; Honoré-Livermore, Evelyn; Langer, Dennis D.; Haskins, Cecilia; Johansen, Tor Arne. (2022) Testing of Software-Intensive Hyperspectral Imaging Payload for the HYPSO-1 CubeSat. IEEE/SICE International Symposium on System Integration
    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
  • Bakken, Sivert; Honoré-Livermore, Evelyn; Birkeland, Roger; Orlandic, Milica; Prentice, Elizabeth Frances; Garrett, Joseph; Langer, Dennis D.; Haskins, Cecilia; Johansen, Tor Arne. (2022) Software Development and Integration of a Hyperspectral Imaging Payload for HYPSO-1. IEEE/SICE International Symposium on System Integration
    Academic article
  • Langer, Dennis David; Orlandic, Milica; Bakken, Sivert; Birkeland, Roger; Garrett, Joseph Landon; Johansen, Tor Arne; Sørensen, Asgeir Johan. (2023) Robust and Reconfigurable On-Board Processing for a Hyperspectral Imaging Small Satellite. 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • Bakken, Sivert; Danielsen, Aksel Skrøvset; Døsvik, Kristine; Garrett, Joseph; Orlandic, Milica; Langer, Dennis D.; Johansen, Tor Arne. (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
  • Langer, Dennis David; Garrett, Joseph Landon; Kristiansen, Bjørn Andreas; Bakken, Sivert; Berg, Simen; Birkeland, Roger; Gravdahl, Jan Tommy; Johansen, Tor Arne; Sørensen, Asgeir Johan. (2024) Agile Maneuvers for Push-Broom Imaging Satellites. IEEE Transactions on Geoscience and Remote Sensing
    Academic article
  • Bakken, Sivert; Henriksen, Marie Bøe; Birkeland, Roger; Langer, Dennis David; Oudijk, Adriënne Esmeralda; Berg, Simen; Pursley, Yeshi Jampel; Garrett, Joseph Landon; Gran-Jansen, Fredrik; Honoré-Livermore, Evelyn. (2023) HYPSO-1 CubeSat: First Images and In-Orbit Characterization. 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.
    Academic chapter

Student thesis or dissertation

  • Garrett, Joseph Landon; Woldstad, Trym Johannessen. (2023) Self-Organizing Maps for Fusion of Spectral Images. Norges teknisk-naturvitenskapelige universitet
    Master thesis
  • Garrett, Joseph Landon; Saatvedt, Ole Kristian. (2024) An investigation into Multimodal UAV imaging for ocean color and benthic mapping. Norges teknisk-naturvitenskapelige universitet
    Master thesis
  • Garrett, Joseph Landon; Gundersen, Hege; Hancke, Kasper; Sætre, Simon Høydal. (2024) Seagrass Health Monitoring Using USV & UAV Data with Machine Learning. Norges teknisk-naturvitenskapelige universitet
    Master 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. Norges teknisk-naturvitenskapelige universitet
    Master thesis

Outreach

2025

  • Conference lecture
    Perumthuruthil Suseelan, Vishnu; Sørensen, Kai; Bakken, Sivert; Garrett, Joseph Landon; Johansen, Tor Arne. (2025) Multi-Platform Hyperspectral Observations for Inland and Coastal Water Quality Monitoring: Insights from On-Water Radiometry with USV and SmallSat. International Ocean Colour Science Meeting
  • Conference lecture
    Perumthuruthil Suseelan, Vishnu; Garrett, Joseph Landon; Bakken, Sivert; Johansen, Tor Arne. (2025) Retrieval of Ocean Color Products from HYPSO-2 Hyperspectral Imager Using Polymer Atmospheric Correction: Evaluation against AERONET-OC and Sentinel-3 OLCI. Living Planet Symposium
  • Conference lecture
    Langer, Dennis David; Birkeland, Roger; Berg, Simen; Garrett, Joseph Landon. (2025) Early results from the HYPSO-2 hyperspectral mission. Winter Satellite Workshop 2025

2024

  • Conference lecture
    Bakken, Sivert; Zolich, Artur; Sørensen, Kai; Marty, Sabine; Harvey, E. Therese; Grant, Stephen Denis; Garrett, Joseph Landon; Osanen, Janina Emilia; Vishnu, S P; Saesin, Pipatthra. (2024) Initial Field Evaluation of an On-Water Radiometry Robot for Water Quality and Satellite Validation. IAC Congress
  • Conference poster
    Singh, Asmita; Sanchez Puerto, Nicolas; Moreira Fragoso, Glaucia; Garrett, Joseph Landon; Johnsen, Geir; Johansen, Tor Arne; Ardelan, Murat van. (2024) Decoding Oceanic Mysteries: The Observational Pyramid for Insights into the Physical and Biogeochemical Changes in the Remote Polar Oceans. Antarktisseminaret 2024
  • Conference poster
    Singh, Asmita; Sanchez Puerto, Nicolas; Moreira Fragoso, Glaucia; Garrett, Joseph Landon; Johnsen, Geir; Johansen, Tor Arne; Ardelan, Murat van. (2024) Enhancing Remote Polar Ocean Monitoring: Applying the Observational Pyramid for Improved Climate Insights. Digital Life Norway: Research School Conference
  • Lecture
    Singh, Asmita; Sanchez Puerto, Nicolas; Moreira Fragoso, Glaucia; Garrett, Joseph Landon; Johnsen, Geir; Johansen, Tor Arne; Ardelan, Murat van. (2024) The Observational Pyramid: Unravelling the Physical and Biogeochemical Processes in the Remote Polar Oceans. Surface Ocean Lower Atmosphere (SOLAS) conference
  • Conference 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 2024
  • Conference 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 Congress 2024
  • Conference lecture
    Hancke, Kasper; Gundersen, Hege; Ghareeb, Medyan; Borger, Casper; Sætre, Simon Høydal; Lindemann, Christian; Kvile, Kristina Øie; Torp, Øyvind Herman; Ødegaard, Øyvind Tangen; Sample, James Edward. (2024) Evaluating drone imaging and AI for mapping seagrass distribution and ecosystem services. GEOHAB conference
  • Conference lecture
    Løvås, Håvard Snefjellå; 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 conference
  • Conference 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)
  • Conference lecture
    Langer, Dennis David; Garrett, Joseph Landon; Berg, Simen; Bakken, Sivert; Birkeland, Roger. (2024) The HYPSO RGB cameras. Inernational Astronautical Congress 2024
  • Lecture
    Berg, Simen; Sivertsen, Eirik Selnæs; Kristiansen, Bjørn Andreas; Bakken, Sivert; Birkeland, Roger; Chiatante, Corrado; Langer, Dennis David; Garrett, Joseph Landon; Gjersvik, Amund; Johansen, Tor Arne. (2024) Eksempler og live-demonstrasjon av noe av det vi kan gjøre med norske mikrosatellitter. Luftmaktseminaret 2024
  • Lecture
    Berg, Simen; Birkeland, Roger; Bakken, Sivert; Chiatante, Corrado; Kristiansen, Bjørn Andreas; Langer, Dennis David; Garrett, Joseph Landon; Gjersvik, Amund; Johansen, Tor Arne. (2024) Experiences and data collected from HYPSO-1’s​ second year in orbit. Winter Satellite Workshop 2024

2023

  • Conference 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. 13th Workshop on Hyperspectral Image and Signal Processing: Evolution in Signal Processing
  • Conference 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. Sensors, Systems, and Next-Generation Satellites XXVII
  • Conference poster
    Penne, Cameron Louis; Garrett, Joseph Landon; Johansen, Tor Arne; Orlandic, Milica; Heggebø, Ragna. (2023) Independent component analysis: A tool for algal bloom detection. 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
  • Conference 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. 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
  • Conference poster
    Chiatante, Corrado; Langer, Dennis David; Garrett, Joseph Landon; Birkeland, Roger; Berg, Simen; Orlandic, Milica. (2023) ONBOARD HYPERSPECTRAL CLASSIFICATION ENABLES GEOREFERENCING. WHISPERS 2023
  • Conference poster
    Langer, Dennis David; Berg, Simen; Garrett, Joseph Landon; Birkeland, Roger; Bakken, Sivert; Johansen, Tor Arne; Sørensen, Asgeir Johan. (2023) Agile smallsat operation tool-chain development: Hypso-1 hyperspectral earth observation experiences. 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing 2023
  • Conference poster
    Røysland, Jonas; Langer, Dennis David; Berg, Simen; Orlandic, Milica; Garrett, Joseph Landon. (2023) Hyperspectral classification onboard the HYPSO-1 cubesat. WHISPERS
  • Conference 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. 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
  • Conference lecture
    Salberg, Arnt-Børre; Liu, Izzie Yi; Jensen, Are Charles; Reksten, Jarle Hamar; Garrett, Joseph Landon; Sample, James Edward; Gundersen, Hege; Hancke, Kasper. (2023) SeaBee - Norwegian Infrastructure for Drone-based Research, Mapping and Monitoring in the Coastal Zone. NORA Annual Conference 2023
  • Conference 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

2022

  • Interview
    Luigi, Guendalina de; Hancke, Kasper; Poulsen, Robert Nøddebo; Gundersen, Hege; Kvile, Kristina Øie; Ødegaard, Øyvind Tangen; Nevstad, Malin Bø; Ghareeb, Medyan; Kvaløy, Pål; Garrett, Joseph Landon. (2022) Wizards of the Norwegian Coast.
  • Conference 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)
  • Lecture
    Oudijk, Esmée; Hasler, Oliver Kevin; Overaas, H; Marty, Sabine; Williamson, David; Svendsen, T; Berg, Simen; Birkeland, Roger; Halvorsen, D; Bakken, S. (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)
  • Conference lecture
    Bakken, Sivert; Danielsen, Aksel; Døsvik, K; Garrett, Joseph; Orlandic, Milica; Langer, Dennis D.; Johansen, Tor Arne. (2022) A modular hyperspectral image processing pipeline for cubesats. 12th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Rome
  • Conference 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
  • Conference 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

2021

  • Conference 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)
  • Conference 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 International Symposium

2019

  • Conference 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. WHISPERS
  • Lecture
    Garrett, Joseph. (2019) Understanding hyperspectral images of the coastal ocean. AMOS Day
  • Conference lecture
    Garrett, Joseph; Langer, Dennis D.; Avagian, Karine; Stahl, Annette. (2019) Accuracy of super-resolution for hyperspectral ocean observations. OCEANS

NTNU – Norwegian University of Science and Technology

  • For employees
  • |
  • For students
  • |
  • Intranet
  • |
  • Canvas

Studies

  • Master's programmes in English
  • For exchange students
  • PhD opportunities
  • Courses
  • Career development
  • Continuing education
  • Application process

News

  • NTNU News
  • Vacancies

About NTNU

  • About the university
  • Libraries
  • NTNU's strategy
  • Research excellence
  • Strategic research areas
  • Organizational chart

Contact

  • Contact NTNU
  • Employees
  • Find experts
  • Press contacts
  • Researcher support
  • Maps

NTNU in three cities

  • NTNU in Gjøvik
  • NTNU in Trondheim
  • NTNU in Ålesund

About this website

  • Use of cookies
  • Accessibility statement
  • Privacy policy
  • Editorial responsibility
Facebook Instagram Linkedin Snapchat Tiktok Youtube
Sign In
NTNU logo