Arnt-Børre Salberg

Mie Prik Arnberg; Are Charles Jensen; James Edward Sample; Arnt-Børre Salberg; Kasper Hancke; Hege Gundersen; Sindre Molværsmyr; From pictures to numbers: Multi-species seabird surveys using drone imagery and neural networks Ecological Informatics, vol. 93, (ISSN 1574-9541 1878-0512 ), doi: https://doi.org/10.1016/j.ecoinf.2025.103583 , 2026. Vitenskapelig artikkel

Lars Uebbing; Harald Lykke Joakimsen; Luigi Tommaso Luppino; Iver Martinsen; Scott Hosking; Kristoffer Wickstrøm; Sebastien Francois Lefevre; Arnt Børre Salberg; Robert Jenssen; Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting Proceedings of Machine Learning Research (PMLR), vol. 265, (ISSN 2640-3498 ), doi: https://proceedings.mlr.press/v265/uebbing25a.html , 2025. Vitenskapelig artikkel

Ingrid Utseth; Olav Brautaset; Line Eikvil; Alba Ordonez; Arnt Børre Salberg; Muhammad Sarmad; Arne Johannes Holmin; Ahmet Pala; Nils Olav Handegard; Deep learning methods for acoustic target classification , 2025. Annen presentasjon

Ingrid Utseth; Alba Ordonez; Muhammad Sarmad; Arnt Børre Salberg; Line Eikvil; Olav Brautaset; Nils Olav Handegard; Deep learning for marine acoustics: Leveraging data with strong, weak and no labels , 2025. Faglig foredrag

Arnt Børre Salberg; FM4CS: A Versatile Foundation Model for Earth Observation Climate and Society Applications doi: https://www.youtube.com/watch?v=IogIMCNGmS4&t=3s , 2025. Faglig foredrag

Arnt Børre Salberg; Earth observation foundation model for climate and society 2025. Faglig foredrag

Ingrid Utseth; Muhammad Sarmad; Line Eikvil; Arnt Børre Salberg; Alba Ordonez; Olav Brautaset; Leveraging Data with Strong, Weak and No Labels in Marine Acoustics , 2025. Poster

Theodor Johannes Line Forgaard; Jarle Hamar Reksten; Anders U. Waldeland; Michael Kampffmeyer; Tore Wulf Hansen; Arnt Børre Salberg; FM4CS - A Versatile Foundation Model for Earth Observation Climate And Society Applications 2025. Poster

Amund Hansen Vedal; Arnt Børre Salberg; Ketil Malde; Hierarchical classification of plankton , 2025. Poster

Lars Uebbing; Harald Lykke Joakimsen; Kristoffer Wickstrøm; Michael Kampffmeyer; Sebastien Francois Lefevre; Arnt Børre Salberg; Robert Jenssen; NOFE - Neural Operator Function Embedding 2025. Poster

Arnt Børre Salberg; Are Charles Jensen; Jarle Hamar Reksten; Sindre Molværsmyr; Hege Gundersen; Kristina Øie Kvile; Martin Biuw; Theodor Johannes Line Forgaard; Kasper Hancke; SeaBee Data Analysis Products , 2025. Rapport

Theodor Johannes Line Forgaard; Jarle Hamar Reksten; Anders U. Waldeland; Are Charles Jensen; Tore Wulf; Amund Frogner Borge; Michael Kampffmeyer; Arnt Børre Salberg; FM4CS - A Versatile Foundation Model for Earth Observation Climate and Society Applications 2025. Vitenskapelig foredrag

Theodor Johannes Line Forgaard; Jarle Hamar Reksten; Anders U. Waldeland; Are Charles Jensen; Tore Wulf; Amund Frogner Borge; Michael Kampffmeyer; Arnt Børre Salberg; FM4CS: Foundation Models for Climate and Society doi: https://airdrive.eventsair.com/eventsairwesteuprod/production-nikal-public/b70bb5334745458d904b71347918e872 , 2025. Vitenskapelig foredrag

Amund Hansen Vedal; Arnt Børre Salberg; Ketil Malde; Hierarchical classification of plankton 2025. Vitenskapelig foredrag

Lars Uebbing; Harald Lykke Joakimsen; Kristoffer Wickstrøm; Michael Kampffmeyer; Sebastien Francois Lefevre; Arnt Børre Salberg; Robert Jenssen; NOFE Neural Operator Function Embedding doi: https://ai4eo2025.irisa.fr/ , 2025. Vitenskapelig foredrag

Luigi Tommaso Luppino; Arnt Børre Salberg; OceanWatch: Automated Vessel Detection for Aerial Surveillance , 2025. Rapport

Muhammad Sarmad; Michael Kampffmeyer; Arnt Børre Salberg; DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models doi: https://lps25.esa.int/lps25-presentations/presentations/518/_518.pdf , 2025. Vitenskapelig foredrag

Muhammad Sarmad; Michael Kampffmeyer; Arnt Børre Salberg; DiffFuSR: Super-Resolution of All Sentinel-2 Multispectral Bands Using Diffusion Models IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1 13 , (ISSN 0196-2892 1558-0644 ), doi: https://doi.org/10.1109/tgrs.2025.3638896 , 2025. Vitenskapelig artikkel

Hege Gundersen; Kasper Hancke; Arnt Børre Salberg; Karoline Slettebø Arvidsson; Izzie Yi Liu; Medyan Ghareeb; Hartvig C Christie; Maia Røst Kile; Trine Bekkby; Kristina Øie Kvile; Method development for mapping kelp using drones and satellite images: Results from the KELPMAP-Vega project (ISSN 9788257777326 ), , 2024. Rapport

Muhammad Sarmad; Michael Christian Kampffmeyer; Arnt-Børre Salberg; Diffusion Models with Cross-Modal Data for Super-Resolution of Sentinel-2 To 2.5 Meter Resolution IEEE International Geoscience and Remote Sensing Symposium proceedings, pp. 1103 1107 , (ISSN 2153-6996 2153-7003 ), doi: https://doi.org/10.1109/IGARSS53475.2024.10641882 , 2024. Vitenskapelig artikkel

Changkyu Choi; Shujian Yu; Michael Christian Kampffmeyer; Arnt-Børre Salberg; Nils Olav Handegard; Robert Jenssen; DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 7170 7174 , (ISSN 1520-6149 2379-190X ), doi: https://doi.org/10.1109/ICASSP48485.2024.10447094 , 2024. Vitenskapelig artikkel

Kristina Øie Kvile; Hege Gundersen; Toms Buls; James Edward Sample; Arnt Børre Salberg; Medyan Esam Ghareeb; Trine Bekkby; Kasper Hancke; Drone and ground-truth data collection, image annotation and machine learning: A protocol for coastal habitat mapping and classification MethodsX, vol. 13, pp. 1 19 , (ISSN 2215-0161 ), doi: https://doi.org/10.1016/j.mex.2024.102935 , 2024. Vitenskapelig artikkel

Petter Bjørklund; Michael Christian Kampffmeyer; Arnt-Børre Salberg; Robert Jenssen; Full klaff for KI-konferansen i Tromsø uit.no, , 2024. Populærvitenskapelig artikkel

Arnt-Børre Salberg; Earth Observation Foundation Models for Climate and Society 2024. Faglig foredrag

Arnt-Børre Salberg; Anders Ueland Waldeland; Foundation Models for Arctic Earth Observation 2024. Vitenskapelig foredrag

Theodor Johannes Line Forgaard; Alba Ordonez; Srishti Gautam; Anders Ueland Waldeland; Jarle Hamar Reksten; Michael Christian Kampffmeyer; Arnt-Børre Salberg; Foundation Models for Earth Observation 2024. Vitenskapelig foredrag

Lars Uebbing; Harald Lykke Joakimsen; Luigi Tommaso Luppino; Iver Martinsen; Scott Hosking; Kristoffer Knutsen Wickstrøm; Sebastien Francois Lefevre; Arnt Børre Salberg; Robert Jenssen; Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting 2024. Poster

Kristina Øie Kvile; Hege Gundersen; T Buls; James Edward Sample; Arnt Børre Salberg; Medyan Ghareeb; Trine Bekkby; Kasper Hancke; Drone and ground-truth data collection, image annotation and machine learning for coastal habitat mapping and classification 2024. Vitenskapelig foredrag

Øivind Due Trier; Arnt Børre Salberg; National-Scale Detection of New Forest Roads in Sentinel-2 Time Series Remote Sensing, vol. 16, (ISSN 2072-4292 ), doi: https://doi.org/10.3390/rs16213972 , 2024. Vitenskapelig artikkel

Hege Gundersen; Arnt Børre Salberg; Kasper Hancke; Kartlegging av marine naturtyper - KELPMAP prosjektet , 2024. Faglig foredrag

E. Therese Harvey; Hege Gundersen; Arnt Børre Salberg; Kai Sørensen; Kasper Hancke; New methods/technology - mapping of marine habitats with drones 2024. Faglig foredrag

Kasper Hancke; Hege Gundersen; Medyan Ghareeb; Casper Borger; Simon Høydal Sætre; Christian Lindemann; Kristina Øie Kvile; Øyvind Herman Torp; Øyvind Tangen Ødegaard; James Edward Sample; Arnt Børre Salberg; Joseph Landon Garrett; Evaluating drone imaging and AI for mapping seagrass distribution and ecosystem services 2024. Vitenskapelig foredrag

Arnt-Børre Salberg; Bildeanalyse og KI 2024. Faglig foredrag

Arnt-Børre Salberg; Bildeanalyse og AI 2024. Faglig foredrag

Rune Solberg; David Gustafsson; Anders U. Waldeland; Øystein Rudjord; Jarle Hamar Reksten; Arnt Børre Salberg; Final Report, AI4Arctic SnowMass Deliverable D6, version 1 2024. Rapport

Anders U. Waldeland; Øystein Rudjord; Jarle Hamar Reksten; Arnt Børre Salberg; Rune Solberg; Algorithm Report, AI4Arctic SnowMass Deliverable D2, version 3.1 2024. Rapport

Muhammad Sarmad; Michael Kampffmeyer; Arnt-Børre Salberg; Towards a Controllable Diffusion Model for Photo-Realistic ​ Super-Resolution of Sentinel-2​ 2024. Poster

Muhammad Sarmad; Michael Kampffmeyer; Arnt-Børre Salberg; Diffusion Models with Cross-Modal Data for Super-Resolution of Sentinel-2 To 2.5 Meter Resolution 2024. Vitenskapelig foredrag

Theodor Johannes Line Forgaard; Alba Ordonez; Srishti Gautam; Anders U. Waldeland; Jarle Hamar Reksten; Michael Kampffmeyer; Arnt Børre Salberg; EO Foundation Model. Foundation Models for Climate and Society. Deliverable D1.1 Milestone 1 2024. Rapport

Arnt Børre Salberg; Bildeanalyse og KI , 2024. Faglig foredrag

Arnt Børre Salberg; SeaBee's bildeanalyser og AI , 2024. Faglig foredrag

Benedikt Soja; Arnt Børre Salberg; Anders U. Waldeland; Fredrik Andreas Dahl; Uncertainties of Satellite-based Essential Climate Variables from Deep Learning arXiv, doi: https://doi.org/10.48550/ARXIV.2412.17506 , 2024. Vitenskapelig oversiktsartikkel/review

Changkyu Choi; Michael Kampffmeyer; Nils Olav Handegard; Arnt-Børre Salberg; Robert Jenssen; Deep Semisupervised Semantic Segmentation in Multifrequency Echosounder Data IEEE Journal of Oceanic Engineering, vol. 48, pp. 384 400 , (ISSN 0364-9059 1558-1691 ), doi: https://doi.org/10.1109/JOE.2022.3226214 , 2023. Vitenskapelig artikkel

Øivind Due Trier; Arnt-Børre Salberg; Bruk av kunstig intelligens / dyp læring på jordobservasjonsdata 2023. Faglig foredrag

Arnt-Børre Salberg; Izzie Yi Liu; Are Charles Jensen; Jarle Hamar Reksten; Joseph Landon Garrett; James Edward Sample; Hege Gundersen; Kasper Hancke; SeaBee - Norwegian Infrastructure for Drone-based Research, Mapping and Monitoring in the Coastal Zone 2023. Vitenskapelig foredrag

Changkyu Choi; Michael Christian Kampffmeyer; Nils Olav Handegard; Arnt-Børre Salberg; Robert Jenssen; Deep Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data 2023. Poster

Olav Brautaset; Ingrid Utseth; Line Eikvil; Arnt-Børre Salberg; Nils Olav Handegard; Learning from weakly labelled marine acoustic data 2023. Poster

Olav Brautaset; Ingrid Utseth; Line Eikvil; Arnt-Børre Salberg; Nils Olav Handegard; Learning from weakly labelled marine acoustic data 2023. Vitenskapelig foredrag

Arnt-Børre Salberg; Line Eikvil; Out-of-distribution detection in deep neural networks applied to marine data 2023. Poster

Arnt-Børre Salberg; Edward Fabian Meyer Bull; Alba Ordonez; Uncertainty in deep neural networks 2023. Vitenskapelig foredrag

Arnt-Børre Salberg; Michael Christian Kampffmeyer; Trends in deep learning 2023. Vitenskapelig foredrag

Carlo Marin; Arnt-Børre Salberg; Snow ECV - Snow Cover Fraction 2023. Vitenskapelig foredrag

Arnt Børre Salberg; Izzie Yi Liu; Hege Gundersen; Kasper Hancke; Mapping kelp forests using multi-spectral drone images and convolution neural networks 2023. Rapport

Kasper Hancke; Anders Gjørwad Hagen; Ø Ødegaard; Arnt Børre Salberg; Kristoffer Kalbekken; James Edward Sample; Kristina Øie Kvile; Trine Bekkby; Lorna Little; Hege Gundersen; Øyvind Tangen Ødegaard; Drones for mapping benthic habitats and the SeaBee Infrastructure. 10.05.2023. Oral presentation. https://geohab.org/wp-content/uploads/2023/05/GeoHab2023_proceedings.pdf , 2023. Vitenskapelig foredrag

Hege Gundersen; Karoline Slettebø Arvidsson; Hartvig C Christie; Arnt-Børre Salberg; Kasper Hancke; Mapping kelp forests using flying drones and machine learning: A case study from Norway 2023. Faglig foredrag

The SeaBee GitHub Organisation: code infrastructure for the SeaBee project , 2023. Programvare

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Jarle Hamar Reksten; Valentina Premier; Steinar Eastwood; CryoClim Snow Products Documentation, CryoClim snow sub-service by MET Norway and NR 2023. Rapport

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Valentina Premier; Steinar Eastwood; New 38-Year Time Series of Daily, Global Fractional Snow Cover Maps 2023. Vitenskapelig foredrag

Lorna Little; Mapping the Norwegian coast using Artificial Intelligence and drone images , 2023. Nettsider (opplysningsmateriale)

Martin Biuw; Albert Fernández-Chacón; Anne Kirstine Højholt Frie; Lars Witting; Charmain Danielle Hamilton; Tore Haug; John-Andre Henden; Daniel Howell; Arnt Børre Salberg; Joint ICES/NAFO/NAMMCO Working Group on Harp and Hooded Seals (WGHARP) doi: https://doi.org/10.17895/ICES.PUB.24306100 , 2023. Rapport

Øivind Due Trier; Arnt-Børre Salberg; Ragnvald Larsen; Ole Torbjørn Nyvoll; Detection of forest roads in Sentinel-2 images using U-Net 2022. Vitenskapelig foredrag

Alba Ordonez; Line Eikvil; Arnt-Børre Salberg; Alf Harbitz; Bjarki Thor Elvarsson; Automatic Fish Age Determination across Different Otolith Image Labs Using Domain Adaptation Fishes, vol. 7, pp. 1 16 , (ISSN 2410-3888 ), doi: https://doi.org/10.3390/fishes7020071 , 2022. Vitenskapelig artikkel

Øivind Due Trier; Arnt Børre Salberg; Ragnvald Larsen; Ole Torbjørn Nyvoll; Detection of forest roads in Sentinel-2 images using U-Net Proceedings of the Northern Lights Deep Learning Workshop, vol. 3, (ISSN 2703-6928 ), doi: https://doi.org/10.7557/18.6246 , 2022. Vitenskapelig artikkel

Yi Liu; Qinghui Liu; James Edward Sample; Kasper Hancke; Arnt-Børre Salberg; COASTAL HABITAT MAPPING WITH UAV MULTI-SENSOR DATA: AN EXPERIMENT AMONG DCNN-BASED APPROACHES ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. V-3-2022, pp. 439 445 , (ISSN 2194-9042 2194-9050 ), doi: https://doi.org/10.5194/isprs-annals-V-3-2022-439-2022 , 2022. Vitenskapelig artikkel

Yi Liu; Qinghui Liu; James Edward Sample; Kasper Hancke; Arnt Børre Salberg; Coastal habitat mapping with UAV multi-sensor data: an experiment among DCNN-based approaches ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. V-3-2022, pp. 439 445 , (ISSN 2194-9042 2194-9050 ), doi: https://doi.org/10.5194/isprs-annals-V-3-2022-439-2022 , 2022. Vitenskapelig artikkel

Archontia Chatzispyrou; Alba Ordonez; Rune Vabø; Endre Moen; Arnt-Børre Salberg; Ketil Malde; DeepOtolith v1.0: An Open-Source AI Platform for Automating Fish Age Reading from Otolith or Scale Images Fishes, vol. 7, (ISSN 2410-3888 ), doi: https://doi.org/10.3390/fishes7030121 , 2022. Vitenskapelig artikkel

Archontia Chatzispyrou; Alba Ordonez; Rune Vabø; Endre Moen; Arnt-Børre Salberg; Ketil Malde; An online otolith age reader using deep neural networks: Perspectives and challenges 2022. Vitenskapelig foredrag

Anders Ueland Waldeland; Øivind Due Trier; Arnt-Børre Salberg; Forest mapping and monitoring in Africa using Sentinel-2 data and deep learning International Journal of Applied Earth Observation and Geoinformation, vol. 111, pp. 1 13 , (ISSN 1569-8432 1872-826X ), doi: https://doi.org/10.1016/j.jag.2022.102840 , 2022. Vitenskapelig artikkel

Ingrid Utseth; Alba Ordonez; Line Eikvil; Olav Brautaset; Arnt Børre Salberg; Nils Olav Handegard; Improving marine acoustic target classification with context information 2022. Poster

Arnt Børre Salberg; Introduction to convolutional neural networks 2022. Faglig foredrag

Arnt Børre Salberg; Trends in deep learning 2022. Faglig foredrag

Arnt Børre Salberg; Visual intelligence in medicine and health, marine science, industry and energy, and earth observation 2022. Faglig foredrag

Arnt Børre Salberg; Alba Ordonez; Making sense of AI models 2022. Faglig foredrag

Arnt Børre Salberg; Kjell Tormod Nilssen; Martin Biuw; Garry B. Stenson; Automatic detection of seal pups on ice from aerial images 2022. Poster

Øivind Due Trier; Arnt-Børre Salberg; Ragnvald Larsen; Ole Torbjørn Nyvoll; Detection of nature interventions in Sentinel-2 images of Norway using U-Net 2022. Vitenskapelig foredrag

Changkyu Choi; Shujian Yu; Michael Kampffmeyer; Arnt-Børre Salberg; Nils Olav Handegard; Suaiba Amina Salahuddin; Robert Jenssen; Explaining Marine Acoustic Target Classification in Multi-channel Echosounder Data using Self-attention Mask, Information-Bottleneck, and Mask Prior 2022. Poster

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks International Journal of Remote Sensing, vol. 43, pp. 3509 3535 , (ISSN 0143-1161 1366-5901 ), doi: https://doi.org/10.1080/01431161.2022.2098078 , 2022. Vitenskapelig artikkel

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Atle Sørensen; Steinar Eastwood; A new 38-year time series of daily, global fractional snow cover maps 2022. Vitenskapelig foredrag

Line Eikvil; Anders U. Waldeland; Daniel Martin L Barker; Marit Holden; Ragnar Hauge; Arnt Børre Salberg; Deep learning in seismic interpretation, Development and experiments 2021-2022 2022. Rapport

Jarle Hamar Reksten; Arnt-Børre Salberg; Estimating Traffic in Urban Areas from Very-High Resolution Aerial Images International Journal of Remote Sensing, vol. 42, pp. 865 883 , (ISSN 0143-1161 1366-5901 ), doi: https://doi.org/10.1080/01431161.2020.1815891 , 2021. Vitenskapelig artikkel

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; Self-constructing graph neural networks to model long-range pixel dependencies for semantic segmentation of remote sensing images International Journal of Remote Sensing, vol. 42, pp. 6184 6208 , (ISSN 0143-1161 1366-5901 ), doi: https://doi.org/10.1080/01431161.2021.1936267 , 2021. Vitenskapelig artikkel

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; PAGNet Models for The 2nd Agriculture-Vision Challenges CVPR 2021 2021. Vitenskapelig foredrag

Changkyu Choi; Michael Kampffmeyer; Nils Olav Handegard; Arnt Børre Salberg; Olav Brautaset; Line Eikvil; Robert Jenssen; Semi-supervised target classification in multi-frequency echosounder data ICES Journal of Marine Science, vol. 78, pp. 2615 2627 , (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsab140 , 2021. Vitenskapelig artikkel

Nils Olav Handegard; Line Eikvil; Robert Jenssen; Michael Kampffmeyer; Arnt Børre Salberg; Ketil Malde; Machine Learning + Marine Science: Critical Role of Partnerships in Norway Journal of Ocean Technology, vol. 16, pp. 1 9 , (ISSN 1718-3200 1718-3219 ), , 2021. Fagartikkel

Alba Ordonez; Alf Harbitz; Bjarki Elvarsson; Line Eikvil; Arnt-Børre Salberg; Deep domain adaptation applied to automatic fish age prediction 2021. Vitenskapelig foredrag

Changkyu Choi; Michael Kampffmeyer; Nils Olav Handegard; Arnt Børre Salberg; Line Eikvil; Robert Jenssen; Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data 2021. Poster

Ingrid Utseth; Alba Ordonez; Line Eikvil; Olav Brautaset; Arnt-Børre Salberg; Nils Olav Handegard; Improving marine acoustic target classification with context information 2021. Poster

Øivind Due Trier; Arnt Børre Salberg; Driftspilot naturinngrep 2021. Rapport

Arnt Børre Salberg; Izzie Yi Liu; Anders U. Waldeland; InfraUAS: Monitoring of critical infrastructure using UAVs: Technical Report 2021. Rapport

Rune Solberg; Jarle Hamar Reksten; Anders U. Waldeland; Arnt Børre Salberg; Snow Product User Guide. AI4Arctic guide to snow products V1 2021. Rapport

Rune Solberg; Arnt Børre Salberg; Anders U. Waldeland; Jarle Hamar Reksten; Øivind Due Trier; Andreas Stokholm; Final report. AI4Arctic Deliverable 6 2021. Rapport

Rune Solberg; Arnt Børre Salberg; Jarle Hamar Reksten; A new climate snow cover record based on ATSR-2 and AATSR 2021. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Jarle Hamar Reksten; Atle Sørensen; Steinar Eastwood; Development of a new 38-year time series of daily, global fractional snow cover products based on fusion of optical and passive microwave radiometer data 2021. Vitenskapelig foredrag

Rune Solberg; Arnt Børre Salberg; Øyvind Due Trier; Bruker kunstig intelligens for å oppdage forurensning og naturforringelse , 2021. Intervju

Ketil Malde; Nils Olav Handegard; Line Eikvil; Arnt Børre Salberg; Machine intelligence and the data-driven future of marine science ICES Journal of Marine Science, (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsz057 , 2020. Vitenskapelig artikkel

Olav Brautaset; Anders Ueland Waldeland; Espen Johnsen; Ketil Malde; Line Eikvil; Arnt-Børre Salberg; Nils Olav Handegard; Acoustic classification in multifrequency echosounder data using deep convolutional neural networks ICES Journal of Marine Science, vol. 77, pp. 1391 1400 , (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsz235 , 2020. Vitenskapelig artikkel

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; Dense dilated convolutions merging network for land cover classification IEEE Transactions on Geoscience and Remote Sensing, vol. 58, pp. 6309 6320 , (ISSN 0196-2892 1558-0644 ), doi: https://doi.org/10.1109/TGRS.2020.2976658 , 2020. Vitenskapelig artikkel

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; MSCG-Net Models for The 1st Agriculture-Vision Challenge CVPR 2020 2020. Vitenskapelig foredrag

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; MSCG-Net with Adaptive Class Weighting Loss for Semantic Segmentation , 2020. Vitenskapelig foredrag

Øivind Due Trier; Arnt Børre Salberg; Kartlegging av naturinngrep. Sluttrapport 2020. Rapport

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; Multi-View Self-Constructing Graph Convolutional Networks With Adaptive Class Weighting Loss for Semantic Segmentation pp. 199 205 , doi: https://doi.org/10.1109/CVPRW50498.2020.00030 , 2020. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Alba Ordonez; Line Eikvil; Arnt-Børre Salberg; Alf Harbitz; Sean Meling Murray; Michael Kampffmeyer; Explaining decisions of deep neural networks used for fish age prediction PLOS ONE, vol. 15, (ISSN 1932-6203 ), doi: https://doi.org/10.1371/journal.pone.0235013 , 2020. Vitenskapelig artikkel

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; SCG-Net for Semantic Labeling , 2020. Vitenskapelig foredrag

Jens Christian Wahl; Claudio Heinrich; Thordis Thorarinsdottir; Alba Ordonez; Øivind Due Trier; Arnt-Børre Salberg; Ola Haug; Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser 2020. Rapport

Arnt-Børre Salberg; Automatisk bildetolkning ved hjelp av AI 2020. Faglig foredrag

Alba Ordonez; Arnt-Børre Salberg; Making sense of deep CNNs for image recognition applications 2020. Vitenskapelig foredrag

Alba Ordonez; Line Eikvil; Arnt Børre Salberg; Alf Harbitz; Understanding a Neural Network by Visualization: Application to Fish Age Prediction 2020. Poster

Jianyu Tang; Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; The 1st Agriculture-Vision Challenge: Methods and Results pp. 212 218 , doi: https://doi.org/10.1109/CVPRW50498.2020.00032 , 2020. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Øivind Due Trier; Arnt-Børre Salberg; Deteksjon av veier i Sentinel-2 med U-Net. Fjernmåling av endringer i inngrepsfri natur. 2020. Vitenskapelig foredrag

Øivind Due Trier; Arnt-Børre Salberg; Deteksjon av veier med Sentinel. Fjernmåling av endringer i inngrepsfri natur. 2020. Vitenskapelig foredrag

Line Eikvil; Anders U. Waldeland; Daniel Martin L Barker; Marit Holden; Ragnar Hauge; Arnt Børre Salberg; Deep learning in seismic interpretations - Development and experiments 2020 2020. Rapport

Arnt-Børre Salberg; Maskinlæring og jordobservasjon 2020. Faglig foredrag

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt-Børre Salberg; Self-Constructing Graph Convolutional Networks for Semantic Labeling doi: https://doi.org/10.1109/IGARSS39084.2020.9324719 , 2020. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Anders Ueland Waldeland; Arnt-Børre Salberg; Øivind Due Trier; Andreas Vollrath; Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning doi: https://doi.org/10.1109/IGARSS39084.2020.9323815 , 2020. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Anders U. Waldeland; Rune Solberg; Matilde Brandt Kreiner; Software package: AI4Arctic Deliverable 4 2020. Rapport

Anders U. Waldeland; Jarle Hamar Reksten; Arnt Børre Salberg; Rune Solberg; Matilde Brandt Kreiner; ICT requirements and API. AI4Arctic Deliverable 2 2020. Rapport

Rune Solberg; Arnt Børre Salberg; Anders U. Waldeland; David Gustafsson; Anton Korosov; Mid-term report. AI4Arctic Deliverable 5. , 2020. Rapport

Rune Solberg; Arnt Børre Salberg; Jarle Hamar Reksten; Joakim Jacobsen; Design and development toward a global flood monitoring product. GlobFlom report. 2020. Rapport

Rune Solberg; Anders U. Waldeland; Arnt Børre Salberg; David Malmgren-Hansen; Problem statement and methodologies. AI4Arctic Deliverable 1. 2020. Rapport

Qinghui Liu; Michael C. Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images pp. 1 4 , doi: https://doi.org/10.1109/JURSE.2019.8809046 , 2019. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Line Eikvil; The COGMAR project: Ubiquitous cognitive computer vision for marine services 2019. Faglig foredrag

Ola Haug; Gunnhildur Högnadóttir Steinbakk; Arnt-Børre Salberg; Magne Aldrin; Metodikk for ÅDT-belegging - forslag til løsning 2019. Faglig foredrag

Qinghui Liu; Michael C. Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; DDCM-Net for Semantic Mapping of Remote Sensing Images 2019. Poster

Arnt Børre Salberg; Anders U. Waldeland; Deep learning based value chain for Sentinel-2 land cover mapping 2019. Poster

Michael C. Kampffmeyer; Sigurd Løkse; Filippo Maria Bianchi; Lorenzo Livi; Arnt Børre Salberg; et al. Deep divergence-based approach to clustering Neural Networks, vol. 113, pp. 91 101 , (ISSN 0893-6080 1879-2782 ), doi: https://doi.org/10.1016/j.neunet.2019.01.015 , 2019. Vitenskapelig artikkel

Jarle Hamar Reksten; Arnt Børre Salberg; Rune Solberg; Flood detection in Norway based on Sentinel-1 SAR imagery International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XLII-3/W8, pp. 349 355 , (ISSN 1682-1750 2194-9034 ), doi: https://doi.org/10.5194/isprs-archives-XLII-3-W8-349-2019 , 2019. Vitenskapelig artikkel

Lars Holger Pilø; Øivind Due Trier; Arnt Børre Salberg; Kunstig intelligens finner skjulte kulturminner Aftenposten (morgenutg. : trykt utg.), pp. 24 25 , (ISSN 0804-3116 0807-2027 ), 2019. Populærvitenskapelig artikkel

Qinghui Liu; Michael Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network pp. 5041 5044 , doi: https://doi.org/10.1109/IGARSS.2019.8900082 , 2019. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Line Eikvil; Ketil Malde; Nils Olav Handegard; The COGMAR project 2019. Vitenskapelig foredrag

Qinghui Liu; Michael C. Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; DDCM Network for Semantic Mapping of Remote Sensing Images , 2019. Vitenskapelig foredrag

Qinghui Liu; Michael C. Kampffmeyer; Robert Jenssen; Arnt Børre Salberg; Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network , 2019. Vitenskapelig foredrag

Rune Solberg; Arnt Børre Salberg; Landslide detection and mapping by remote sensing 2019. Vitenskapelig foredrag

Øivind Due Trier; Arnt Børre Salberg; Kartlegging av naturinngrep. Foreløpig rapport 2019. Rapport

Sean Meling Murray; Line Eikvil; Arnt Børre Salberg; Automatic interpretation of otoliths with deep learning - explaining predictions 2019. Rapport

Alba Ordonez; Line Eikvil; Arnt Børre Salberg; Visualization of deep neural networks applied to fish age prediction 2019. Rapport

Ola Haug; Gunnhildur Högnadóttir Steinbakk; Arnt Børre Salberg; Magne Aldrin; Metodikk for ÅDT-belegging - statistisk modell og datakilder 2019. Rapport

Jarle Hamar Reksten; Arnt Børre Salberg; Rune Solberg; System for deteksjon og kartlegging av flom basert på SAR 2019. Rapport

Arnt Børre Salberg; Thomas Nagler; Rune Solberg; ESA CCI+ Snow ECV: End-to-End ECV Uncertainty Budget, verson 1.0 2019. Rapport

Arnt Børre Salberg; Jarle Hamar Reksten; Rune Solberg; Algorithms for flood detection and mapping by SAR. Algorithm Theoretical Basis Document, Flood Service System at NVE 2019. Rapport

Rune Solberg; Arnt Børre Salberg; Jarle Hamar Reksten; Nils Kristian Orthe; Monica Sund; Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase 3 2019. Rapport

Line Eikvil; Anders U. Waldeland; Marit Holden; Arnt Børre Salberg; Ragnar Hauge; Daniel Martin L Barker; Deep learning in seismic interpretation 2019. Rapport

Qinghui Liu; Arnt Børre Salberg; Robert Jenssen; A COMPARISON OF DEEP LEARNING ARCHITECTURES FOR SEMANTIC MAPPING OF VERY HIGH RESOLUTION IMAGES , 2018. Poster

Anders U. Waldeland; Jarle Hamar Reksten; Arnt Børre Salberg; Avalanche detection in sar images using deep learning 2018. Poster

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Lars-Anders Breivik; Jarle Hamar Reksten; Local and regional trends in snow cover from a 34-year time series of satellite observations 2018. Poster

Michael C. Kampffmeyer; Arnt Børre Salberg; Robert Jenssen; Urban land cover classification with missing data modalities using deep convolutional neural networks IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, pp. 1758 1768 , (ISSN 1939-1404 2151-1535 ), doi: https://doi.org/10.1109/JSTARS.2018.2834961 , 2018. Vitenskapelig artikkel

Øivind Due Trier; Arnt Børre Salberg; Martin Andreas Kermit; Øystein Rudjord; Terje Gobakken; Erik Næsset; Dagrun Aarsten; Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data European Journal of Remote Sensing, vol. 51, pp. 336 351 , (ISSN 2279-7254 ), doi: https://doi.org/10.1080/22797254.2018.1434424 , 2018. Vitenskapelig artikkel

Øivind Due Trier; Arnt Børre Salberg; Jörg Haarpaintner; Dagrun Aarsten; Terje Gobakken; Erik Næsset; Multi-sensor forest vegetation height mapping methods for Tanzania European Journal of Remote Sensing, vol. 51, pp. 587 606 , (ISSN 2279-7254 ), doi: https://doi.org/10.1080/22797254.2018.1461533 , 2018. Vitenskapelig artikkel

Arnt Børre Salberg; Siri Øyen Larsen; Classification of Ocean Surface Slicks in SimulatedHybrid-Polarimetric SAR Data IEEE Transactions on Geoscience and Remote Sensing, vol. 56, pp. 7062 7073 , (ISSN 0196-2892 1558-0644 ), doi: https://doi.org/10.1109/TGRS.2018.2847724 , 2018. Vitenskapelig artikkel

Øivind Due Trier; Arnt Børre Salberg; Lars Holger Pilø; Semi-automatic mapping of charcoal kilns from airborne laser scanning data using deep learning pp. 219 231 , 2018. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Qinghui Liu; Arnt Børre Salberg; Robert Jenssen; A Comparison of Deep Learning Architectures for Semantic Mapping of Very High Resolution Images pp. 6943 6946 , doi: https://doi.org/10.1109/IGARSS.2018.8518533 , 2018. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Anders U. Waldeland; Arnt Børre Salberg; Alessandro Marin; AI4EO Challenges in the context of the Great Green Wall Initiative 2018. Vitenskapelig foredrag

Arnt Børre Salberg; Experiences from 5 years of using deep learning within Earth observation 2018. Vitenskapelig foredrag

Arnt Børre Salberg; Maskinlæring og jordobservasjon 2018. Vitenskapelig foredrag

Arnt Børre Salberg; Panel discussion: Generalization and transferability in Deep Learning 2018. Vitenskapelig foredrag

Jarle Hamar Reksten; Arnt Børre Salberg; Urban Traffic Density Estimation for Air Pollution Modelling using Deep Neural Networks 2018. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Jarle Hamar Reksten; Mari Anne Killie; Steinar Eastwood; Lars-Anders Breivik; Local and regional trends in snow cover from a 34-year time series of satellite observations 2018. Vitenskapelig foredrag

Arnt Børre Salberg; Anders U. Waldeland; Øivind Due Trier; Next Generation Value Chain for Earth Observation (NGVEO). Final report 2018. Rapport

Arnt Børre Salberg; Project Management Plan: New Generation Earth Observation Value Chain (NGVEO) 2018. Rapport

Stefan Blumentrath; Arnt Børre Salberg; Zofie Cimburova; Vegar Bakkestuen; Lars Erikstad; Megan Sara Nowell; Martin Andreas Kermit; Sentinel4Nature: Estimating environmental gradients and properties using remote sensing (ISSN 9788242632838 ), 2018. Rapport

Anders U. Waldeland; Arnt Børre Salberg; Øivind Due Trier; Next Generation Value Chain for Earth Observation. Technical note: methodologies 2018. Rapport

Arnt Børre Salberg; Anders U. Waldeland; A New Value Chain for Earth Observation. Research agenda for AI and ML and the role of ESA 2018. Rapport

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Jarle Hamar Reksten; Further advancement of global snow mapping in CryoClim. Sentinel4CryoClim Phase 2 - Deliverables 1, 3-7 2018. Rapport

Arnt Børre Salberg; AI & deep learning: what´s next in Earth observation 2017. Faglig foredrag

Arnt Børre Salberg; Kjell Tormod Nilssen; Garry B. Stenson; Semi-automatic detection of ice breeding seal pups in aerial images using deep learning techniques 2017. Poster

Sigurd Løkse; Filippo Maria Bianchi; Arnt Børre Salberg; Robert Jenssen; Spectral clustering using PCKID ? A probabilistic cluster kernel for incomplete data Lecture Notes in Computer Science (LNCS), vol. 10269 LNCS, pp. 431 442 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-319-59126-1_36 , 2017. Vitenskapelig artikkel

Rune Solberg; Arnt Børre Salberg; Øivind Due Trier; Øystein Rudjord; Vasile Craciunescu; Remote sensing of snow wetness in Romania by Sentinel-1 and Terra MODIS data Romanian Journal of Physics, vol. 62, (ISSN 1221-146X ), , 2017. Vitenskapelig artikkel

Arnt Børre Salberg; Øivind Due Trier; Michael C. Kampffmeyer; Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks pp. 193 204 , doi: https://doi.org/10.1007%2F978-3-319-59129-2_17 , 2017. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Michael C. Kampffmeyer; Arnt Børre Salberg; Robert Jenssen; Urban land cover classification with missing data using deep convolutional neural networks pp. 5161 5164 , doi: https://doi.org/10.1109/IGARSS.2017.8128164 , 2017. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Michael C. Kampffmeyer; Sigurd Løkse; Filippo Maria Bianchi; Lorenzo Livi; Arnt Børre Salberg; Robert Jenssen; Deep divergence-based clustering doi: https://doi.org/10.1109/MLSP.2017.8168158 , 2017. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Michael C. Kampffmeyer; Arnt Børre Salberg; Robert Jenssen; Urban land cover classification with missing data using deep convolutional neural networks , 2017. Vitenskapelig foredrag

Øivind Due Trier; Arnt Børre Salberg; Dagrun Aarsten; Forest tree species classification from airborne hyperspectral and laser scanning data using deep learning 2017. Vitenskapelig foredrag

Øystein Rudjord; Rune Solberg; Øivind Due Trier; Arnt Børre Salberg; Vasile Craciunescu; Remote sensing of snow wetness using Sentinel: a multisensor approach 2017. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Øivind Due Trier; Anisoara Irimescu; A multi-sensor multi-temporal approach to retrieving snow surface wetness from a combination of Sentinel-1 and Sentinel-3 data 2017. Vitenskapelig foredrag

Claudiu Angearu; Rune Solberg; Arnt Børre Salberg; Øivind Due Trier; Multi-sensor wet snow product (MWS) from Sentinel-1 and Sentinel-3 vs multi-sensor wet snow product (MWS) from Sentinel-1 and MODIS 2017. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Lars-Anders Breivik; Steinar Eastwood; Local and regional trends in snow cover from a 34-year time series of satellite observations 2017. Vitenskapelig foredrag

Arnt Børre Salberg; Earth observation big data and machine learning activities at Norsk Regnesentral 2017. Vitenskapelig foredrag

Rune Solberg; Arnt Børre Salberg; Jarle Hamar Reksten; Øivind Due Trier; Monica Sund; Eli Katrina Øydvin; Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase nr. 1 2017. Rapport

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Øivind Due Trier; Gheorghe Stancalie; Multi-sensor/multi-temporal prototype wet snow product – Version 2, SnowBall WP3, Deliverable D3.4 2017. Rapport

Rune Solberg; Arnt Børre Salberg; Jarle Hamar Reksten; Øivind Due Trier; Hervé Colleuille; Monica Sund; Utvikling av operasjonell flomtjeneste ved NVE, Resultater fra prosjektfase 2 2017. Rapport

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Øivind Due Trier; Gheorghe Stancalie; Multi-sensor/multi-temporal prototype wet snow product – Version 3, SnowBall WP3, Deliverable D3.4, Sentinel-3 extension 2017. Rapport

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Lars-Anders Breivik; Steinar Eastwood; Advancement of global snow mapping in CryoClim, Sentinel4CryoClim Phase 1, Deliverables 1-6. 2017. Rapport

Arnt Børre Salberg; Jarle Hamar Reksten; Semi-automatic detection of ice breeding seal pups 2017. Rapport

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Mari Anne Killie; Status and further development of CryoClim global Snow Cover Extent product 2016. Faglig foredrag

Anisoara Irimescu; Arnt Børre Salberg; Numerical simulation of documented snow avalanche events in Fagaras Mountains 2016. Faglig foredrag

Martin Andreas Kermit; Arnt Børre Salberg; Lars Erikstad; Stefan Blumentrath; Estimating dates for melted snow cover using multitemporal Landsat and Sentinel images 2016. Poster

Rune Solberg; Arnt Børre Salberg; Øystein Rudjord; Øivind Due Trier; Anisoara Irimescu; Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data 2016. Poster

Michael C. Kampffmeyer; Arnt Børre Salberg; Robert Jenssen; Semantic Segmentation of Small Objects and Uncertainty in Urban Remote Sensing Images Using CNNs 2016. Poster

Øivind Due Trier; Terje Gobakken; Arnt Børre Salberg; Dagrun Aarsten; Erik Næsset; Calculation of mean forest vegetation height in Tanzania from Landsat time series and airborne laser scanning data 2016. Poster

Michael C. Kampffmeyer; Arnt-Børre Salberg; Robert Jenssen; Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 680 688 , (ISSN 2160-7508 2160-7516 ), doi: https://doi.org/10.1109/CVPRW.2016.90 , 2016. Vitenskapelig artikkel

Martine Espeseth; Stine Skrunes; Camilla Brekke; Arnt Børre Salberg; Benjamin Holt; Oil spill characterization in the hybrid-polarity SAR domain using log-cumulants Proceedings of SPIE, the International Society for Optical Engineering, vol. 10004, (ISSN 0277-786X 1996-756X ), doi: https://doi.org/10.1117/12.2241098 , 2016. Vitenskapelig artikkel

Line Eikvil; Arnt Børre Salberg; En revolusjon innen maskinlæring 2016. Kronikk

Jarle Bauck Hamar; Arnt Børre Salberg; Florina Ardelean; Automatic detection and mapping of avalanches in SAR images pp. 689 692 , doi: https://doi.org/10.1109/IGARSS.2016.7729173 , 2016. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Øivind Due Trier; Arnt Børre Salberg; Lars Holger Pilø; Christer Tonning; Hans Marius Johansen; Dagrun Aarsten; Semi-automatic mapping of cultural heritage from airborne laser scanning using deep learning 2016. Vitenskapelig foredrag

Arnt Børre Salberg; Line Eikvil; Deep learning: a powerful tool to solve your computer vision problems 2016. Vitenskapelig foredrag

Arnt Børre Salberg; Line Eikvil; Deep learning 2016. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Øivind Due Trier; Anisoara Irimescu; Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data 2016. Vitenskapelig foredrag

Arnt Børre Salberg; Maciel Zortea; Jarle Bauck Hamar; Rune Solberg; Monica Sund; Hervé Colleuille; Preparing for a national service for flood monitoring using Sentinel-1 2016. Vitenskapelig foredrag

Arnt Børre Salberg; Line Eikvil; Deep learning: machine learning meets big data 2016. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Øivind Due Trier; Anisoara Irimescu; Single- and multi-sensor snow wetness mapping by Sentinel-1 and MODIS data 2016. Vitenskapelig foredrag

Arnt Børre Salberg; Jarle Bauck Hamar; Florina Ardelean; Thomas Johansen; Michael C. Kampffmeyer; Automatic detection and segmentation of avalanches in remote sensing images using deep convolutional neural networks 2016. Vitenskapelig foredrag

Arnt Børre Salberg; Traffic statistics from very high resolution satellite images 2016. Vitenskapelig foredrag

Martine Espeseth; Stine Skrunes; Camilla Brekke; Arnt Børre Salberg; Cathleen Jones; et al. Oil spill characterization in the hybrid-polarity SAR domain using log-cumulants , 2016. Vitenskapelig foredrag

Michael C. Kampffmeyer; Arnt Børre Salberg; Robert Jenssen; Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks , 2016. Vitenskapelig foredrag

Øivind Due Trier; Arnt Børre Salberg; Lars Holger Pilø; Semi-automatic detection of charcoal kilns from airborne laser scanning data 2016. Vitenskapelig foredrag

Stefan Blumentrath; Megan Sara Nowell; Arnt Børre Salberg; Martin Andreas Kermit; Vegar Bakkestuen; Lars Erikstad; J Bernhardt; Sentinel4Nature: Estimating environmental gradients and properties using remote sensing (ISSN 9788242628671 ), 2016. Rapport

Jarle Bauck Hamar; Arnt Børre Salberg; Øivind Due Trier; Oil spill detection using optical and thermal remote sensing data 2016. Rapport

Øivind Due Trier; Arnt Børre Salberg; Jörg Haarpaintner; Dagrun Aarsten; Terje Gobakken; Erik Næsset; Automatic multi-sensor forest vegetation height mapping methods for Tanzania 2016. Rapport

Øivind Due Trier; Arnt Børre Salberg; Michael C. Kampffmeyer; Automatic mapping of forest roads 2016. Rapport

Arnt Børre Salberg; Siri Øyen Larsen; Classification of ocean surface slicks in hybrid polarimetric SAR data 2016. Rapport

Øivind Due Trier; Jarle Bauck Hamar; Martin Andreas Kermit; Lars Holger Pilø; Arnt Børre Salberg; Application of remote sensing in cultural heritage management. CultSearcher project report 2015 , 2016. Rapport

Matteo De Stefano; Megan Sara Nowell; Olav Skarpaas; Signe Nybø; Stefan Blumentrath; Martin Andreas Kermit; Arnt Børre Salberg; Vegar Bakkestuen; Remote Sensing of Environmental Variables for National Biodiversity Indicator Systems 2016. Poster

Ola Haug; Arnt Børre Salberg; Statistikk og satellitter - innsikt gjennom tall og bilder 2015. Faglig foredrag

Arnt Børre Salberg; A gentle introduction to deep learning 2015. Faglig foredrag

Arnt Børre Salberg; Detection of seals in remote sensing images using features extracted from deep convolutional neural networks pp. 1893 1896 , doi: https://doi.org/10.1109/IGARSS.2015.7326163 , 2015. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Øystein Rudjord; Arnt Børre Salberg; Rune Solberg; Global snow cover mapping using a multi-temporal multi-sensor approach 2015. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Mari Anne Killie; Advancements and validation of the global CryoClim snow cover extent product 2015. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Mari Anne Killie; Advancements and validation of a global snow product fusing optical and passive microwave radiometer data 2015. Vitenskapelig foredrag

Siri Øyen Larsen; Jarle Bauck Hamar; Arnt Børre Salberg; State-of-the-art review of oil spill detection using optical and thermal remote sensing data 2015. Rapport

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Øivind Due Trier; Gheorghe Stăncălie; Multi-sensor/multi-temporal prototype wet snow product – Version 1 2015. Rapport

Rune Solberg; Arnt Børre Salberg; Øystein Rudjord; Øivind Due Trier; Gheorghe Stăncălie; Validated wet snow retrieval algorithms 2015. Rapport

Arnt Børre Salberg; Øystein Rudjord; A.H.S. Solberg; Oil spill detection in hybrid-polarimetric SAR images Petroleum Abstracts (PA), vol. 55, pp. 97 97 , (ISSN 0031-6423 2153-1471 ), 2015. Sammendrag/abstract

Maciel Zortea; Arnt Børre Salberg; Rune Solberg; Unsupervised change detection in large-size images: exploring edges in multi-temporal remote sensing acquisitions 2014. Poster

Arnt Børre Salberg; Øystein Rudjord; Anne H Schistad Solberg; Oil spill detection in hybrid-polarimetric SAR images IEEE Transactions on Geoscience and Remote Sensing, vol. 52, pp. 6521 6533 , (ISSN 0196-2892 1558-0644 ), doi: https://doi.org/10.1109/TGRS.2013.2297193 , 2014. Vitenskapelig artikkel

Arnt Børre Salberg; Siri Øyen Larsen; Robert Jenssen; Classification of ocean surface slicks in hybrid-polarimetric SAR data Proceedings of SPIE, the International Society for Optical Engineering, vol. 9244, (ISSN 0277-786X 1996-756X ), doi: https://doi.org/10.1117/12.2067474 , 2014. Vitenskapelig artikkel

Arnt Børre Salberg; Oil spill detection and classification in hybrid-polarimetric SAR images 2014. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Mari Anne Killie; A new multi-sensor multi-temporal global snow cover product based on satellite data 2014. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Mari Anne Killie; A new global snow cover product based on multi-sensor multi-temporal satellite data 2014. Vitenskapelig foredrag

Rune Solberg; Øystein Rudjord; Arnt Børre Salberg; Mari Anne Killie; A multi-sensor multi-temporal algorithm for snow cover extent retrieval from optical and passive microwave data 2014. Vitenskapelig foredrag

Arnt Børre Salberg; Maciel Zortea; Lars Erikstad; Stefan Blumentrath; Object-based multi-sensor data fusion of satellite and aerial images for modeling mountain nature 2014. Vitenskapelig foredrag

Arnt Børre Salberg; Benchmark test results of final processing chains - EU FP-7 project SeaU, Deliverable 15.2 2014. Rapport

Siri Øyen Larsen; Arnt Børre Salberg; Line Eikvil; Automatic system for operational traffic monitoring using very-high-resolution satellite imagery International Journal of Remote Sensing, vol. 34, pp. 4850 4870 , (ISSN 0143-1161 1366-5901 ), doi: https://doi.org/10.1080/01431161.2013.782708 , 2013. Vitenskapelig artikkel

Arnt Børre Salberg; Lars Erikstad; Maciel Zortea; Fusion of satellite and aerial images for identification and modeling of nature types Proceedings of SPIE, the International Society for Optical Engineering, vol. 8892, (ISSN 0277-786X 1996-756X ), doi: https://doi.org/10.1117/12.2029003 , 2013. Vitenskapelig artikkel

Arnt Børre Salberg; Siri Øyen Larsen; Maciel Zortea; Multisource oil spill detection Proceedings of SPIE, the International Society for Optical Engineering, vol. 8892, (ISSN 0277-786X 1996-756X ), doi: https://doi.org/10.1117/12.2029208 , 2013. Vitenskapelig artikkel

Maciel Zortea; Arnt Børre Salberg; Rune Solberg; Semi-automatic detection of rainfall-triggered landslides in segmented optical satellite images pp. 254 257 , doi: https://doi.org/10.1109/JURSE%23.2013.6550713 , 2013. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Multisensor satellite technologies for oil pollution monitoring and source identification 2013. Vitenskapelig foredrag

Siri Øyen Larsen; Arnt Børre Salberg; Rune Solberg; Automatic avalanche mapping using texture classification of optical satellite imagery 2013. Vitenskapelig foredrag

Siri Øyen Larsen; Arnt Børre Salberg; ASAM - towards an automated snow property and avalanche mapping system. Pattern recognition of avalanches using optical data. 2013 report 2013. Rapport

Line Eikvil; Arnt Børre Salberg; Signal and image processing for ultrasound camera 2013. Rapport

Arnt Børre Salberg; Tânia Sapage; Morten Wergeland Hansen; Siri Øyen Larsen; Maciel Zortea; Multisource oil spill detection - EU FP-7 project SeaU, Deliverable 13.1 2013. Rapport

Arnt Børre Salberg; Alexis A. Mouche; Morten Wergeland Hansen; Øystein Rudjord; Siri Øyen Larsen; Anne H Schistad Solberg; Maciel Zortea; Report SAR analysis and comparisons - EU FP-7 project SeaU, Deliverable 12.1 2013. Rapport

Maciel Zortea; Rune Solberg; Arnt Børre Salberg; Evaluation of SWE retrieved from satellite PMR data for three catchments in Hardangervidda 2013. Rapport

Øystein Rudjord; Arnt Børre Salberg; X-Bragg based detection of oil spills using polarimetric SAR 2012. Poster

Arnt Børre Salberg; Øivind Due Trier; TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS IEEE Geoscience and Remote Sensing Letters, pp. 6749 6752 , (ISSN 1545-598X 1558-0571 ), 2012. Vitenskapelig artikkel

Arnt Børre Salberg; Øystein Rudjord; Anne H Schistad Solberg; Model based oil spill detection using polarimetric SAR IEEE Geoscience and Remote Sensing Letters, pp. 5884 5887 , (ISSN 1545-598X 1558-0571 ), doi: https://doi.org/10.1109/IGARSS.2012.6352270 , 2012. Vitenskapelig artikkel

Arnt Børre Salberg; Robert Jenssen; Land-cover classification of partly missing data using support vector machines International Journal of Remote Sensing, vol. 33, pp. 4471 4481 , (ISSN 0143-1161 1366-5901 ), doi: https://doi.org/10.1080/01431161.2011.648378 , 2012. Vitenskapelig artikkel

Siri Øyen Larsen; Arnt Børre Salberg; Øivind Due Trier; Operational Traffic Monitoring Using Very High Resolution Satellite Imagery pp. 608 617 , doi: https://doi.org/10.1080/01431161.2013.782708 , 2012. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Øivind Due Trier; TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS pp. 6749 6752 , doi: https://doi.org/10.1109/igarss.2012.6352556 , 2012. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Øystein Rudjord; Anne H Schistad Solberg; Model based oil spill detection using polarimetric SAR pp. 5884 5887 , doi: https://doi.org/10.1109/IGARSS.2012.6352270 , 2012. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Maciel Zortea; Arnt Børre Salberg; Øivind Due Trier; Object-based cloud and cloud shadow detection in Landsat images for tropical forest monitoring pp. 326 331 , , 2012. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Camilla Brekke; Vladimir Kudryavtsev; Arnt Børre Salberg; Stine Skrunes; Benjamin Holt; Current Advances in SAR Remote Sensing of Oil Slicks and a Look-Ahead 2012. Vitenskapelig foredrag

Rune Solberg; Regula Frauenfelder; Siri Øyen Larsen; Arnt Børre Salberg; Experiments with remote sensing in the context of avalanche warning and detection 2012. Vitenskapelig foredrag

Regula Frauenfelder; Rune Solberg; Siri Øyen Larsen; Arnt Børre Salberg; Heidi Bjordal; Remote-Sensing Derived Avalanche Inventory Data , 2012. Vitenskapelig foredrag

Arnt Børre Salberg; Øystein Rudjord; Anne H S Solberg; Oil spill detection in compact polarimetry SAR images 2012. Vitenskapelig foredrag

Arnt Børre Salberg; Lars Erikstad; Maciel Zortea; Satellittbasert kartlegging av Naturtyper i Norge: Prosjektrapport 2012. Rapport

Maciel Zortea; Øivind Due Trier; Arnt Børre Salberg; Cloud and cloud shadow detection in Landsat images for monitoring tropical forests in Tanzania 2012. Rapport

Camilla Brekke; Stine Skrunes; Arnt Børre Salberg; Claes A.S. Hanssen; FINAL REPORT WP2 AND WP3 MULTI MISSION OIL SPILL DETECTION (MOISD) 2012. Rapport

Siri Øyen Larsen; Arnt Børre Salberg; Line Eikvil; SatTrafikk Project report 2011 , 2012. Rapport

Arnt Børre Salberg; Land Cover Classification of Cloud-Contaminated Multitemporal High-Resolution Images IEEE Transactions on Geoscience and Remote Sensing, vol. 49, pp. 377 387 , (ISSN 0196-2892 1558-0644 ), doi: https://doi.org/10.1109/TGRS.2010.2052464 , 2011. Vitenskapelig artikkel

Line Eikvil; Siri Øyen Larsen; Arnt-Børre Salberg; Automated extraction of traffic information from satellite imagery pp. 5 8 , , 2011. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Øivind Thorvald Due Trier; Temporal analysis of forest cover using hidden Markov models pp. 2322 2325 , doi: https://doi.org/10.1109/igarss.2011.6049674 , 2011. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Siri Øyen Larsen; Arnt Børre Salberg; Automatic vehicle counts from QuickBird images pp. 9 12 , doi: https://doi.org/10.1109/jurse.2011.5764706 , 2011. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Arnt Børre Salberg; Retraining maximum likelihood classifiers using a low-rank model pp. 166 169 , doi: https://doi.org/10.1109/igarss.2011.6048958 , 2011. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Ola Haug; Arnt-Børre Salberg; Metodikk for trafikkstatistikk. Del I: Grunnleggende beregninger. Del II: Satellitter 2011. Vitenskapelig foredrag

Rune Solberg; Thor Kristoffersen; Arnt Børre Salberg; Øystein Rudjord; Max König; Liss Marie Andreassen; The CryoClim system for cryospheric climate monitoring , 2011. Vitenskapelig foredrag

Arnt Børre Salberg; Øivind Thorvald Due Trier; Time-series analysis of satellite images for forest cover change monitoring in Tanzania 2011. Vitenskapelig foredrag

Arnt Børre Salberg; Siri Øyen Larsen; Regula Frauenfelder; Rune Solberg; Automatic detection of avalanches in high resolution optical satellite data 2011. Vitenskapelig foredrag

Arnt Børre Salberg; Bjørn Wangensteen; Rune Solberg; Bayesian model for snow retrieval from SSM/I data 2011. Vitenskapelig foredrag

Øivind Thorvald Due Trier; Arnt Børre Salberg; Time-series analysis of satellite images for forest cover change monitoring in Tanzania 2011. Vitenskapelig foredrag

Siri Øyen Larsen; Arnt-Børre Salberg; Rune Solberg; Evaluation of automatic detection of avalanches in high-resolution optical satellite data. Results from the ESA avalRS project's feasibility study on automated avalanche detection 2011. Rapport

Regula Frauenfelder; Kalle Kronholm; Rune Solberg; Arnt Børre Salberg; Siri Øyen Larsen; Service Implementation Document – Deliverable 3. ESA project report, AvalRS, ESRIN/Contract No. 22139/08/I-EC 2011. Rapport

Arnt Børre Salberg; Siri Øyen Larsen; SatHavOlje 2010: Processing chain for Radarsat-2 VV and algorithm improvements 2011. Rapport

Arnt Børre Salberg; Siri Øyen Larsen; Kjell Johansen; Rune Solberg; Line Eikvil; Plan for operasjonalisering av SatTrafikk-systemet i 2012-2013 2011. Rapport

Line Steinbakk; Arnt Børre Salberg; Benchmark test results – initial chains 2011. Rapport

Øivind Thorvald Due Trier; Knut Harald Stomsvik; Lars Gustavsen; Kjetil Loftsgarden; Lars Holger Pilø; Arnt Børre Salberg; Rune Solberg; Christer Tonning; Application of remote sensing in management of cultural heritage. Project Report 2010 2011. Rapport

Tor Arne Øigård; Tore Haug; Kjell Tormod Nilssen; Arnt Børre Salberg; Estimation of Pup Production of Hooded and Harp Seals in the Greenland Sea in 2007: Reducing Uncertainty Using Generalized Additive Models Journal of Northwest Atlantic Fishery Science, vol. 42, (ISSN 0250-6408 1813-1859 ), doi: https://doi.org/10.2960/J.v42.m642 , 2010. Vitenskapelig artikkel

Regula Frauenfelder; Kalle Kronholm; Rune Solberg; Siri Øyen Larsen; Arnt Børre Salberg; Heidi Bjordal; DUE avalRS: Remote-Sensing Derived Avalanche Inventory Data for Decision Support and Hind-Cast after Avalanche Events , 2010. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Siri Øyen Larsen; Arnt Børre Salberg; Vehicle detection and roadside tree shadow removal in high resolution satellite images 2010. Vitenskapelig foredrag

Arnt-Børre Salberg; Land Cover Classification of Cloud-Contaminated Multi-Temporal High-Resolution Images 2010. Vitenskapelig foredrag

Øivind Due Trier; Arnt-Børre Salberg; Deteksjon av gravminner fra høyoppløselige satellittbilder. Deteksjon av fangstgroper fra lidarbilder , 2010. Vitenskapelig foredrag

Line Eikvil; Arnt-Børre Salberg; Øivind Thorvald Due Trier; Experiments on Landsat scene 227-062 in Brazil , 2010. Vitenskapelig foredrag

Siri Øyen Larsen; Arnt-Børre Salberg; Rune Solberg; Automatic detection of avalanches in high-resolution optical satellite data – Results from the ESA AvalRS project’s feasibility study on automated avalanche detection , 2010. Rapport

Arnt-Børre Salberg; Line Eikvil; Kjell Johansen; Sigmund Fredriksen; SatTrafikk 2010 - Operasjonelt scenario 2010. Rapport

Arnt-Børre Salberg; Line Eikvil; SatTrafikk-Project report 2010 , 2010. Rapport

Øivind Due Trier; Arnt-Børre Salberg; SatHavOlje 2009. Processing chain for Radarsat-2 HH. Confidence improvements for Envisat ASAR VV 2010. Rapport

Øivind Thorvald Due Trier; Knut Harald Stomsvik; Lars Gustavsen; Steinar Kristensen; Arnt Børre Salberg; Rune Solberg; Christer Tonning; Siri Øyen Larsen; Application of satellite data in management of cultural heritage. Project Report 2009 , 2010. Rapport

Arnt-Børre Salberg; Kjell T. Nilssen; Tor Arne Øigård; Tore Haug; Estimation of seal pup production from aerial surveys using generalized additive models Canadian Journal of Fisheries and Aquatic Sciences, vol. 66, pp. 847 858 , (ISSN 0706-652X 1205-7533 ), doi: https://doi.org/10.1139/F09-040 , 2009. Vitenskapelig artikkel

Ole Thomas Albert; Merete Kvalsund; Tone Vollen; Arnt-Børre Salberg; Towards accurate age determination of Greenland halibut Journal of Northwest Atlantic Fishery Science, vol. 40, pp. 81 95 , (ISSN 0250-6408 1813-1859 ), 2009. Vitenskapelig artikkel

Arnt Børre Salberg; Jon Yngve Hardeberg; Robert Jenssen; Image Analysis. 16th Scandinavian Conference, SCIA 2009 Oslo Norway, June 2009. Proceedings (ISSN 9783642022296 ), 2009. Vitenskapelig antologi/Konferanseserie

Arnt-Børre Salberg; Jon Yngve Hardeberg; Robert Jenssen; Image Analysis, 16th Scandinavian Conference Proceedings (SCIA), Oslo, Norway, June 2009, Springer Verlag Lecture Notes in Computer Science, LNCS 5575 (ISSN 9783642022296 ), 2009. Fagbok

Arnt-Børre Salberg; Rune Solberg; Land cover classification of cloud- and snow-contaminated multi-temporal high-resolutionsatellite images , 2009. Vitenskapelig foredrag

Siri Øyen Larsen; Magne Aldrin; Ola Haug; Arnt Børre Salberg; Rune Solberg; Kjell Johansen; Traffic monitoring from space for sustainable development of the road network 2009. Vitenskapelig foredrag

Arnt-Børre Salberg; Land cover classification of cloud-contaminated multi-temporal high-resolutionsatellite images , 2009. Rapport

Siri Øyen Larsen; Arnt-Børre Salberg; SatTrafikk project report 2009 , 2009. Rapport

Arnt-Børre Salberg; Svein Solberg; Anne H. Schistad Solberg; Holger Lange; Leaf Area Index Estimation from Land Cover Classification Based on Hyperspectral Data 2009. Rapport

Arnt-Børre Salberg; Svein Solberg; Dan Johan Weydahl; Rasmus Andreas Astrup; Leaf Area Index Estimation Using ENVISAT ASAR and Radarsat-2 , 2009. Rapport

Arnt Børre Salberg; Tore Haug; Kjell Tormod Nilssen; Estimation of hooded seal (Cystophora cristata) pup production in the Greenland Sea pack ice during the 2005 whelping season Polar Biology, vol. 31, pp. 867 878 , (ISSN 0722-4060 1432-2056 ), doi: https://doi.org/10.1007/s00300-008-0425-0 , 2008. Vitenskapelig artikkel