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Hyperspectral Imaging Zero-Shot Learning for Remote Marine Litter Detection and Classification

open access: yesRemote Sensing, 2022
This paper addresses the development of a novel zero-shot learning method for remote marine litter hyperspectral imaging data classification. The work consisted of using an airborne acquired marine litter hyperspectral imaging dataset that contains data ...
Sara Freitas, Hugo Silva, Eduardo Silva
doaj   +2 more sources

Remote Hyperspectral Imaging Acquisition and Characterization for Marine Litter Detection

open access: yesRemote Sensing, 2021
This paper addresses the development of a remote hyperspectral imaging system for detection and characterization of marine litter concentrations in an oceanic environment. The work performed in this paper is the following: (i) an in-situ characterization
Sara Freitas, Hugo Silva, Eduardo Silva
doaj   +2 more sources

Report on the Marine Imaging Workshop 2017 [PDF]

open access: yesResearch Ideas and Outcomes, 2017
Marine optical imaging has become a major assessment tool in science, policy and public understanding of our seas and oceans. Methodology in this field is developing rapidly, including hardware, software and the ways of their application.
Timm Schoening   +17 more
doaj   +3 more sources

Report on the Marine Imaging Workshop 2022 [PDF]

open access: yesResearch Ideas and Outcomes
Imaging is increasingly used to capture information on the marine environment thanks to the improvements in imaging equipment, devices for carrying cameras and data storage in recent years.
Catherine Borremans   +80 more
doaj   +4 more sources

Artificial Intelligence-Assisted Environmental DNA Metabarcoding and High-Resolution Underwater Optical Imaging for Noninvasive and Innovative Marine Environmental Monitoring

open access: yesJournal of Marine Science and Engineering
To effectively protect the marine environment, it is crucial to establish effective environ mental monitoring platforms. Traditional marine environmental monitoring methods heavily rely on morphological identification and field expertise, with the ...
Jing Yang   +10 more
doaj   +2 more sources

BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections

open access: yesFrontiers in Marine Science, 2017
Combining state-of-the art digital imaging technology with different kinds of marine exploration techniques such as modern autonomous underwater vehicle (AUV), remote operating vehicle (ROV) or other monitoring platforms enables marine imaging on new ...
Daniel Langenkämper   +3 more
doaj   +2 more sources

Marine snow morphology illuminates the evolution of phytoplankton blooms and determines their subsequent vertical export

open access: yesNature Communications, 2021
Marine snow is a major route through which photosynthetically fixed carbon is transported to the deep ocean, but the factors affecting flux are largely unknown.
Emilia Trudnowska   +7 more
doaj   +2 more sources

Fast-hyperspectral imaging remote sensing: Emission quantification of NO2 and SO2 from marine vessels [PDF]

open access: yesLight: Science & Applications
Marine vessels play a vital role in the global economy; however, their negative impact on the marine atmospheric environment is a growing concern. Quantifying marine vessel emissions is an essential prerequisite for controlling these emissions and ...
Chengzhi Xing   +9 more
doaj   +2 more sources

Applications of Chemical Shift Imaging to Marine Sciences [PDF]

open access: yesMarine Drugs, 2010
The successful applications of magnetic resonance imaging (MRI) in medicine are mostly due to the non-invasive and non-destructive nature of MRI techniques.
Haakil Lee   +3 more
doaj   +3 more sources

Making marine image data FAIR

open access: yesScientific Data, 2022
AbstractUnderwater images are used to explore and monitor ocean habitats, generating huge datasets with unusual data characteristics that preclude traditional data management strategies. Due to the lack of universally adopted data standards, image data collected from the marine environment are increasing in heterogeneity, preventing objective ...
Schoening, Timm   +15 more
openaire   +8 more sources

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