Arnt-Børre Salberg

Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting Proceedings of Machine Learning Research (PMLR), (ISSN 2640-3498 ), 2025. Vitenskapelig artikkel

Deep learning methods for acoustic target classification 2025. Annen presentasjon

Deep learning for marine acoustics: Leveraging data with strong, weak and no labels 2025. Faglig foredrag

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

Earth observation foundation model for climate and society 2025. Faglig foredrag

Leveraging Data with Strong, Weak and No Labels in Marine Acoustics 2025. Poster

FM4CS - A Versatile Foundation Model for Earth Observation Climate And Society Applications 2025. Poster

Hierarchical classification of plankton 2025. Poster

NOFE - Neural Operator Function Embedding 2025. Poster

SeaBee Data Analysis Products 2025. Rapport

FM4CS - A Versatile Foundation Model for Earth Observation Climate and Society Applications 2025. Vitenskapelig foredrag

FM4CS: Foundation Models for Climate and Society doi: https://doi.org/https://airdrive.eventsair.com/eventsairwesteuprod/production-nikal-public/b70bb5334745458d904b71347918e872 , 2025. Vitenskapelig foredrag

Hierarchical classification of plankton 2025. Vitenskapelig foredrag

NOFE Neural Operator Function Embedding doi: https://doi.org/https://ai4eo2025.irisa.fr/ , 2025. Vitenskapelig foredrag

Method development for mapping kelp using drones and satellite images: Results from the KELPMAP-Vega project (ISSN 9788257777326 ), , 2024. Rapport

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

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

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

Full klaff for KI-konferansen i Tromsø uit.no, , 2024. Populærvitenskapelig artikkel

Earth Observation Foundation Models for Climate and Society 2024. Faglig foredrag

Foundation Models for Arctic Earth Observation 2024. Vitenskapelig foredrag

Foundation Models for Earth Observation 2024. Vitenskapelig foredrag

Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting 2024. Poster

Drone and ground-truth data collection, image annotation and machine learning for coastal habitat mapping and classification 2024. Vitenskapelig foredrag

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

Kartlegging av marine naturtyper - KELPMAP prosjektet , 2024. Faglig foredrag

New methods/technology - mapping of marine habitats with drones 2024. Faglig foredrag

Evaluating drone imaging and AI for mapping seagrass distribution and ecosystem services 2024. Vitenskapelig foredrag

Bildeanalyse og KI 2024. Faglig foredrag

Bildeanalyse og AI 2024. Faglig foredrag

Final Report, AI4Arctic SnowMass Deliverable D6, version 1 2024. Rapport

Algorithm Report, AI4Arctic SnowMass Deliverable D2, version 3.1 2024. Rapport

Towards a Controllable Diffusion Model for Photo-Realistic ​ Super-Resolution of Sentinel-2​ 2024. Poster

Diffusion Models with Cross-Modal Data for Super-Resolution of Sentinel-2 To 2.5 Meter Resolution 2024. Vitenskapelig foredrag

EO Foundation Model. Foundation Models for Climate and Society. Deliverable D1.1 Milestone 1 2024. Rapport

Bildeanalyse og KI , 2024. Faglig foredrag

SeaBee's bildeanalyser og AI , 2024. Faglig foredrag

Uncertainties of Satellite-based Essential Climate Variables from Deep Learning arXiv, doi: https://doi.org/10.48550/ARXIV.2412.17506 , 2024. Vitenskapelig oversiktsartikkel/review

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

Bruk av kunstig intelligens / dyp læring på jordobservasjonsdata 2023. Faglig foredrag

SeaBee - Norwegian Infrastructure for Drone-based Research, Mapping and Monitoring in the Coastal Zone 2023. Vitenskapelig foredrag

Deep Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data 2023. Poster

Learning from weakly labelled marine acoustic data 2023. Poster

Learning from weakly labelled marine acoustic data 2023. Vitenskapelig foredrag

Out-of-distribution detection in deep neural networks applied to marine data 2023. Poster

Uncertainty in deep neural networks 2023. Vitenskapelig foredrag

Trends in deep learning 2023. Vitenskapelig foredrag

Snow ECV - Snow Cover Fraction 2023. Vitenskapelig foredrag

Mapping kelp forests using multi-spectral drone images and convolution neural networks 2023. Rapport

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

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

CryoClim Snow Products Documentation, CryoClim snow sub-service by MET Norway and NR 2023. Rapport

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)

Detection of forest roads in Sentinel-2 images using U-Net 2022. Vitenskapelig foredrag

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

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

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

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

An online otolith age reader using deep neural networks: Perspectives and challenges 2022. Vitenskapelig foredrag

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

Improving marine acoustic target classification with context information 2022. Poster

Introduction to convolutional neural networks 2022. Faglig foredrag

Trends in deep learning 2022. Faglig foredrag

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

Making sense of AI models 2022. Faglig foredrag

Automatic detection of seal pups on ice from aerial images 2022. Poster

Detection of nature interventions in Sentinel-2 images of Norway using U-Net 2022. Vitenskapelig foredrag

Explaining Marine Acoustic Target Classification in Multi-channel Echosounder Data using Self-attention Mask, Information-Bottleneck, and Mask Prior 2022. Poster

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

A new 38-year time series of daily, global fractional snow cover maps 2022. Vitenskapelig foredrag

Deep learning in seismic interpretation, Development and experiments 2021-2022 2022. Rapport

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

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

PAGNet Models for The 2nd Agriculture-Vision Challenges CVPR 2021 2021. Vitenskapelig foredrag

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

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

Deep domain adaptation applied to automatic fish age prediction 2021. Vitenskapelig foredrag

Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data 2021. Poster

Improving marine acoustic target classification with context information 2021. Poster

Driftspilot naturinngrep 2021. Rapport

InfraUAS: Monitoring of critical infrastructure using UAVs: Technical Report 2021. Rapport

Snow Product User Guide. AI4Arctic guide to snow products V1 2021. Rapport

Final report. AI4Arctic Deliverable 6 2021. Rapport

A new climate snow cover record based on ATSR-2 and AATSR 2021. Vitenskapelig foredrag

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

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

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

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

MSCG-Net Models for The 1st Agriculture-Vision Challenge CVPR 2020 2020. Vitenskapelig foredrag

MSCG-Net with Adaptive Class Weighting Loss for Semantic Segmentation , 2020. Vitenskapelig foredrag

Kartlegging av naturinngrep. Sluttrapport 2020. Rapport

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

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

SCG-Net for Semantic Labeling , 2020. Vitenskapelig foredrag

Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser 2020. Rapport

Automatisk bildetolkning ved hjelp av AI 2020. Faglig foredrag

Making sense of deep CNNs for image recognition applications 2020. Vitenskapelig foredrag

Understanding a Neural Network by Visualization: Application to Fish Age Prediction 2020. Poster

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

Deteksjon av veier i Sentinel-2 med U-Net. Fjernmåling av endringer i inngrepsfri natur. 2020. Vitenskapelig foredrag

Deteksjon av veier med Sentinel. Fjernmåling av endringer i inngrepsfri natur. 2020. Vitenskapelig foredrag

Deep learning in seismic interpretations - Development and experiments 2020 2020. Rapport

Maskinlæring og jordobservasjon 2020. Faglig foredrag

Self-Constructing Graph Convolutional Networks for Semantic Labeling doi: https://doi.org/10.1109/IGARSS39084.2020.9324719 , 2020. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

Software package: AI4Arctic Deliverable 4 2020. Rapport

ICT requirements and API. AI4Arctic Deliverable 2 2020. Rapport

Mid-term report. AI4Arctic Deliverable 5. 2020. Rapport

Design and development toward a global flood monitoring product. GlobFlom report. 2020. Rapport

Problem statement and methodologies. AI4Arctic Deliverable 1. 2020. Rapport

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

The COGMAR project: Ubiquitous cognitive computer vision for marine services 2019. Faglig foredrag

Metodikk for ÅDT-belegging - forslag til løsning 2019. Faglig foredrag

DDCM-Net for Semantic Mapping of Remote Sensing Images 2019. Poster

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

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

Kunstig intelligens finner skjulte kulturminner Aftenposten (morgenutg. : trykt utg.), pp. 24 25 , (ISSN 0804-3116 0807-2027 ), 2019. Populærvitenskapelig artikkel

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

The COGMAR project 2019. Vitenskapelig foredrag

DDCM Network for Semantic Mapping of Remote Sensing Images , 2019. Vitenskapelig foredrag

Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network , 2019. Vitenskapelig foredrag

Landslide detection and mapping by remote sensing 2019. Vitenskapelig foredrag

Kartlegging av naturinngrep. Foreløpig rapport 2019. Rapport

Automatic interpretation of otoliths with deep learning - explaining predictions 2019. Rapport

Visualization of deep neural networks applied to fish age prediction 2019. Rapport

Metodikk for ÅDT-belegging - statistisk modell og datakilder 2019. Rapport

System for deteksjon og kartlegging av flom basert på SAR 2019. Rapport

ESA CCI+ Snow ECV: End-to-End ECV Uncertainty Budget, verson 1.0 2019. Rapport

Algorithms for flood detection and mapping by SAR. Algorithm Theoretical Basis Document, Flood Service System at NVE 2019. Rapport

Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase 3 2019. Rapport

Deep learning in seismic interpretation 2019. Rapport

A COMPARISON OF DEEP LEARNING ARCHITECTURES FOR SEMANTIC MAPPING OF VERY HIGH RESOLUTION IMAGES , 2018. Poster

Avalanche detection in sar images using deep learning 2018. Poster

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

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

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

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

Semi-automatic mapping of charcoal kilns from airborne laser scanning data using deep learning pp. 219 231 , 2018. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

AI4EO Challenges in the context of the Great Green Wall Initiative 2018. Vitenskapelig foredrag

Experiences from 5 years of using deep learning within Earth observation 2018. Vitenskapelig foredrag

Maskinlæring og jordobservasjon 2018. Vitenskapelig foredrag

Panel discussion: Generalization and transferability in Deep Learning 2018. Vitenskapelig foredrag

Urban Traffic Density Estimation for Air Pollution Modelling using Deep Neural Networks 2018. Vitenskapelig foredrag

Local and regional trends in snow cover from a 34-year time series of satellite observations 2018. Vitenskapelig foredrag

Next Generation Value Chain for Earth Observation (NGVEO). Final report 2018. Rapport

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

Sentinel4Nature: Estimating environmental gradients and properties using remote sensing (ISSN 9788242632838 ), 2018. Rapport

Next Generation Value Chain for Earth Observation. Technical note: methodologies 2018. Rapport

A New Value Chain for Earth Observation. Research agenda for AI and ML and the role of ESA 2018. Rapport

Further advancement of global snow mapping in CryoClim. Sentinel4CryoClim Phase 2 - Deliverables 1, 3-7 2018. Rapport

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

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

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

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

Deep divergence-based clustering doi: https://doi.org/10.1109/MLSP.2017.8168158 , 2017. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Urban land cover classification with missing data using deep convolutional neural networks , 2017. Vitenskapelig foredrag

Forest tree species classification from airborne hyperspectral and laser scanning data using deep learning 2017. Vitenskapelig foredrag

Remote sensing of snow wetness using Sentinel: a multisensor approach 2017. Vitenskapelig foredrag

A multi-sensor multi-temporal approach to retrieving snow surface wetness from a combination of Sentinel-1 and Sentinel-3 data 2017. Vitenskapelig foredrag

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

Local and regional trends in snow cover from a 34-year time series of satellite observations 2017. Vitenskapelig foredrag

Earth observation big data and machine learning activities at Norsk Regnesentral 2017. Vitenskapelig foredrag

Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase nr. 1 2017. Rapport

Multi-sensor/multi-temporal prototype wet snow product – Version 2, SnowBall WP3, Deliverable D3.4 2017. Rapport

Utvikling av operasjonell flomtjeneste ved NVE, Resultater fra prosjektfase 2 2017. Rapport

Multi-sensor/multi-temporal prototype wet snow product – Version 3, SnowBall WP3, Deliverable D3.4, Sentinel-3 extension 2017. Rapport

Advancement of global snow mapping in CryoClim, Sentinel4CryoClim Phase 1, Deliverables 1-6. 2017. Rapport

Semi-automatic detection of ice breeding seal pups 2017. Rapport

Status and further development of CryoClim global Snow Cover Extent product 2016. Faglig foredrag

Numerical simulation of documented snow avalanche events in Fagaras Mountains 2016. Faglig foredrag

Estimating dates for melted snow cover using multitemporal Landsat and Sentinel images 2016. Poster

Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data 2016. Poster

Semantic Segmentation of Small Objects and Uncertainty in Urban Remote Sensing Images Using CNNs 2016. Poster

Calculation of mean forest vegetation height in Tanzania from Landsat time series and airborne laser scanning data 2016. Poster

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

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

En revolusjon innen maskinlæring 2016. Kronikk

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

Semi-automatic mapping of cultural heritage from airborne laser scanning using deep learning 2016. Vitenskapelig foredrag

Deep learning: a powerful tool to solve your computer vision problems 2016. Vitenskapelig foredrag

Deep learning 2016. Vitenskapelig foredrag

Single and multi-sensor snow wetness mapping by Sentinel-1 and Sentinel-3 data 2016. Vitenskapelig foredrag

Preparing for a national service for flood monitoring using Sentinel-1 2016. Vitenskapelig foredrag

Deep learning: machine learning meets big data 2016. Vitenskapelig foredrag

Single- and multi-sensor snow wetness mapping by Sentinel-1 and MODIS data 2016. Vitenskapelig foredrag

Automatic detection and segmentation of avalanches in remote sensing images using deep convolutional neural networks 2016. Vitenskapelig foredrag

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

Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks , 2016. Vitenskapelig foredrag

Semi-automatic detection of charcoal kilns from airborne laser scanning data 2016. Vitenskapelig foredrag

Sentinel4Nature: Estimating environmental gradients and properties using remote sensing (ISSN 9788242628671 ), 2016. Rapport

Oil spill detection using optical and thermal remote sensing data 2016. Rapport

Automatic multi-sensor forest vegetation height mapping methods for Tanzania 2016. Rapport

Automatic mapping of forest roads 2016. Rapport

Classification of ocean surface slicks in hybrid polarimetric SAR data 2016. Rapport

Application of remote sensing in cultural heritage management. CultSearcher project report 2015 , 2016. Rapport

Remote Sensing of Environmental Variables for National Biodiversity Indicator Systems 2016. Poster

Statistikk og satellitter - innsikt gjennom tall og bilder 2015. Faglig foredrag

A gentle introduction to deep learning 2015. Faglig foredrag

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

Global snow cover mapping using a multi-temporal multi-sensor approach 2015. Vitenskapelig foredrag

Advancements and validation of the global CryoClim snow cover extent product 2015. Vitenskapelig foredrag

Advancements and validation of a global snow product fusing optical and passive microwave radiometer data 2015. Vitenskapelig foredrag

State-of-the-art review of oil spill detection using optical and thermal remote sensing data 2015. Rapport

Multi-sensor/multi-temporal prototype wet snow product – Version 1 2015. Rapport

Validated wet snow retrieval algorithms 2015. Rapport

Oil spill detection in hybrid-polarimetric SAR images Petroleum Abstracts (PA), vol. 55, pp. 97 97 , (ISSN 0031-6423 2153-1471 ), 2015. Sammendrag/abstract

Unsupervised change detection in large-size images: exploring edges in multi-temporal remote sensing acquisitions 2014. Poster

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

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

Oil spill detection and classification in hybrid-polarimetric SAR images 2014. Vitenskapelig foredrag

A new multi-sensor multi-temporal global snow cover product based on satellite data 2014. Vitenskapelig foredrag

A new global snow cover product based on multi-sensor multi-temporal satellite data 2014. Vitenskapelig foredrag

A multi-sensor multi-temporal algorithm for snow cover extent retrieval from optical and passive microwave data 2014. Vitenskapelig foredrag

Object-based multi-sensor data fusion of satellite and aerial images for modeling mountain nature 2014. Vitenskapelig foredrag

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

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

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

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

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

Multisensor satellite technologies for oil pollution monitoring and source identification 2013. Vitenskapelig foredrag

Automatic avalanche mapping using texture classification of optical satellite imagery 2013. Vitenskapelig foredrag

ASAM - towards an automated snow property and avalanche mapping system. Pattern recognition of avalanches using optical data. 2013 report 2013. Rapport

Signal and image processing for ultrasound camera 2013. Rapport

Multisource oil spill detection - EU FP-7 project SeaU, Deliverable 13.1 2013. Rapport

Report SAR analysis and comparisons - EU FP-7 project SeaU, Deliverable 12.1 2013. Rapport

Evaluation of SWE retrieved from satellite PMR data for three catchments in Hardangervidda 2013. Rapport

X-Bragg based detection of oil spills using polarimetric SAR 2012. Poster

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

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

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

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

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

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

Object-based cloud and cloud shadow detection in Landsat images for tropical forest monitoring pp. 326 331 , , 2012. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Current Advances in SAR Remote Sensing of Oil Slicks and a Look-Ahead 2012. Vitenskapelig foredrag

Experiments with remote sensing in the context of avalanche warning and detection 2012. Vitenskapelig foredrag

Remote-Sensing Derived Avalanche Inventory Data , 2012. Vitenskapelig foredrag

Oil spill detection in compact polarimetry SAR images 2012. Vitenskapelig foredrag

Satellittbasert kartlegging av Naturtyper i Norge: Prosjektrapport 2012. Rapport

Cloud and cloud shadow detection in Landsat images for monitoring tropical forests in Tanzania 2012. Rapport

FINAL REPORT WP2 AND WP3 MULTI MISSION OIL SPILL DETECTION (MOISD) 2012. Rapport

SatTrafikk Project report 2011 , 2012. Rapport

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

Automated extraction of traffic information from satellite imagery pp. 5 8 , , 2011. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

Automatic vehicle counts from QuickBird images pp. 9 12 , doi: https://doi.org/10.1109/jurse.2011.5764706 , 2011. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

Metodikk for trafikkstatistikk. Del I: Grunnleggende beregninger. Del II: Satellitter 2011. Vitenskapelig foredrag

The CryoClim system for cryospheric climate monitoring , 2011. Vitenskapelig foredrag

Time-series analysis of satellite images for forest cover change monitoring in Tanzania 2011. Vitenskapelig foredrag

Automatic detection of avalanches in high resolution optical satellite data 2011. Vitenskapelig foredrag

Bayesian model for snow retrieval from SSM/I data 2011. Vitenskapelig foredrag

Time-series analysis of satellite images for forest cover change monitoring in Tanzania 2011. Vitenskapelig foredrag

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

Service Implementation Document – Deliverable 3. ESA project report, AvalRS, ESRIN/Contract No. 22139/08/I-EC 2011. Rapport

SatHavOlje 2010: Processing chain for Radarsat-2 VV and algorithm improvements 2011. Rapport

Plan for operasjonalisering av SatTrafikk-systemet i 2012-2013 2011. Rapport

Benchmark test results – initial chains 2011. Rapport

Application of remote sensing in management of cultural heritage. Project Report 2010 2011. Rapport

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

DUE avalRS: Remote-Sensing Derived Avalanche Inventory Data for Decision Support and Hind-Cast after Avalanche Events , 2010. Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Vehicle detection and roadside tree shadow removal in high resolution satellite images 2010. Vitenskapelig foredrag

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

Deteksjon av gravminner fra høyoppløselige satellittbilder. Deteksjon av fangstgroper fra lidarbilder , 2010. Vitenskapelig foredrag

Experiments on Landsat scene 227-062 in Brazil , 2010. Vitenskapelig foredrag

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

SatTrafikk 2010 - Operasjonelt scenario 2010. Rapport

SatTrafikk-Project report 2010 , 2010. Rapport

SatHavOlje 2009. Processing chain for Radarsat-2 HH. Confidence improvements for Envisat ASAR VV 2010. Rapport

Application of satellite data in management of cultural heritage. Project Report 2009 , 2010. Rapport

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

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

Image Analysis, 16th Scandinavian Conference Proceedings (SCIA), Oslo, Norway, June 2009, Springer Verlag Lecture Notes in Computer Science, LNCS 5575 (ISSN 9783642022296 ), 2009. Fagbok

Land cover classification of cloud- and snow-contaminated multi-temporal high-resolutionsatellite images , 2009. Vitenskapelig foredrag

Traffic monitoring from space for sustainable development of the road network 2009. Vitenskapelig foredrag

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

SatTrafikk project report 2009 , 2009. Rapport

Leaf Area Index Estimation from Land Cover Classification Based on Hyperspectral Data 2009. Rapport

Leaf Area Index Estimation Using ENVISAT ASAR and Radarsat-2 , 2009. Rapport

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