Arnt-Børre Salberg

Bruk av kunstig intelligens / dyp læring på jordobservasjonsdata

Trier, Øivind Due; Salberg, Arnt-Børre

Deep Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data

Choi, Changkyu; Kampffmeyer, Michael Christian; Handegard, Nils Olav; Salberg, Arnt-Børre; Jenssen, Robert

Detection of forest roads in Sentinel-2 images using U-Net

Trier, Øivind Due; Salberg, Arnt-Børre; Larsen, Ragnvald; Nyvoll, Ole Torbjørn

Detection of forest roads in Sentinel-2 images using U-Net

Trier, Øivind Due; Salberg, Arnt Børre; Larsen, Ragnvald; Nyvoll, Ole Torbjørn

Coastal habitat mapping with UAV multi-sensor data: an experiment among DCNN-based approaches

Liu, Yi; Liu, Qinghui; Sample, James Edward; Hancke, Kasper; Salberg, Arnt Børre

An online otolith age reader using deep neural networks: Perspectives and challenges

Politikos, Dimitris V.; Sykiniotis, Nikolaos; Petasis, Georgios; Dedousis, Pavlos; Ordonez, Alba; Vabø, Rune; Anastasopoulou, Aikaterini; Moen, Endre; Mytilineou, Chryssi; Salberg, Arnt-Børre; Chatzispyrou, Archontia; Malde, Ketil

Improving marine acoustic target classification with context information

Utseth, Ingrid; Ordonez, Alba; Eikvil, Line; Brautaset, Olav; Salberg, Arnt Børre; Handegard, Nils Olav

Trends in deep learning

Salberg, Arnt Børre

Making sense of AI models

Salberg, Arnt Børre; Ordonez, Alba

Detection of nature interventions in Sentinel-2 images of Norway using U-Net

Trier, Øivind Due; Salberg, Arnt-Børre; Larsen, Ragnvald; Nyvoll, Ole Torbjørn

Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

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

Eikvil, Line; Waldeland, Anders U.; Barker, Daniel Martin L; Holden, Marit; Hauge, Ragnar; Salberg, Arnt Børre

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

Semi-supervised target classification in multi-frequency echosounder data

Choi, Changkyu; Kampffmeyer, Michael; Handegard, Nils Olav; Salberg, Arnt Børre; Brautaset, Olav; Eikvil, Line; Jenssen, Robert

Deep domain adaptation applied to automatic fish age prediction

Ordonez, Alba; Harbitz, Alf; Elvarsson, Bjarki; Eikvil, Line; Salberg, Arnt-Børre

Improving marine acoustic target classification with context information

Utseth, Ingrid; Ordonez, Alba; Eikvil, Line; Brautaset, Olav; Salberg, Arnt-Børre; Handegard, Nils Olav

InfraUAS: Monitoring of critical infrastructure using UAVs: Technical Report

Salberg, Arnt Børre; Liu, Yi; Waldeland, Anders U.

Final report. AI4Arctic Deliverable 6

Solberg, Rune; Salberg, Arnt Børre; Waldeland, Anders U.; Reksten, Jarle Hamar; Trier, Øivind Due; Kreiner, Matilde Brandt; Wulf, Tore; Pedersen, Leif Toudal; Stokholm, Andreas

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

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Reksten, Jarle Hamar; Killie, Mari Anne; Eastwood, Steinar; Sørensen, Atle

Acoustic classification in multifrequency echosounder data using deep convolutional neural networks

Brautaset, Olav; Waldeland, Anders Ueland; Johnsen, Espen; Malde, Ketil; Eikvil, Line; Salberg, Arnt-Børre; Handegard, Nils Olav

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

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

Kartlegging av naturinngrep. Sluttrapport

Trier, Øivind Due; Salberg, Arnt Børre

Explaining decisions of deep neural networks used for fish age prediction

Ordonez, Alba; Eikvil, Line; Salberg, Arnt-Børre; Harbitz, Alf; Murray, Sean Meling; Kampffmeyer, Michael

Stedsbasert risiko for vannskader – fase 1: Vurdering av topografiske indekser

Wahl, Jens Christian; Heinrich, Claudio; Thorarinsdottir, Thordis; Ordonez, Alba; Trier, Øivind Due; Salberg, Arnt-Børre; Haug, Ola

Making sense of deep CNNs for image recognition applications

Ordonez, Alba; Salberg, Arnt-Børre

The 1st Agriculture-Vision Challenge: Methods and Results

Chiu, Mang Tik; Xingqiang, Xu; Wang, Kai; Hobbs, Jennifer; Hovakimyan, Naira; Huang, Thomas S.; Shi, Honghui; Wei, Yunchao; Huang, Zilong; Schwing, Alexander; Brunner, Robert; Dozier, Ivan; Dozier, Wyatt; Ghandilyan, Karen; Wilson, David; Park, Hyunseong; Kim, Junhee; Kim, Sungho; Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre; Barbosa, Alexandre; Trevisan, Rodrigo; Zhao, Bingchen; Yu, Shaozuo; Yang, Siwei; Wang, Yin; Sheng, Hao; Chen, Xiao; Su, Jingyi; Rajagopal, Ram; Ng, Andrew; Huynh, Van Thong; Kim, Soo-Hyung; Na, In-Seop; Baid, Ujjwal; Innani, Shubham; Dutande, Prasad; Baheti, Bhakti; Talbar, Sanjay; Tang, Jianyu

Deteksjon av veier med Sentinel. Fjernmåling av endringer i inngrepsfri natur.

Trier, Øivind Due; Salberg, Arnt-Børre

Maskinlæring og jordobservasjon

Salberg, Arnt-Børre

Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning

Waldeland, Anders Ueland; Salberg, Arnt-Børre; Trier, Øivind Due; Vollrath, Andreas

ICT requirements and API. AI4Arctic Deliverable 2

Waldeland, Anders U.; Reksten, Jarle Hamar; Salberg, Arnt Børre; Solberg, Rune; Pedersen, Leif Toudal; Malmgren-Hansen, David; Kreiner, Matilde Brandt

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

Solberg, Rune; Salberg, Arnt Børre; Reksten, Jarle Hamar; Rasmussen, Gunnar; Kaljord, Andreas Hay; Jacobsen, Joakim

Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre

Metodikk for ÅDT-belegging – forslag til løsning

Haug, Ola; Steinbakk, Gunnhildur Högnadóttir; Salberg, Arnt-Børre; Aldrin, Magne

Deep learning based value chain for Sentinel-2 land cover mapping

Salberg, Arnt Børre; Waldeland, Anders U.

Flood detection in Norway based on Sentinel-1 SAR imagery

Reksten, Jarle Hamar; Salberg, Arnt Børre; Solberg, Rune

Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network

Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre

DDCM Network for Semantic Mapping of Remote Sensing Images

Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre

Landslide detection and mapping by remote sensing

Solberg, Rune; Salberg, Arnt Børre

Automatic interpretation of otoliths with deep learning – explaining predictions

Murray, Sean Meling; Eikvil, Line; Salberg, Arnt Børre

Metodikk for ÅDT-belegging – statistisk modell og datakilder

Haug, Ola; Steinbakk, Gunnhildur Högnadóttir; Salberg, Arnt Børre; Aldrin, Magne

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

Salberg, Arnt Børre; Luojus, Kari; Derksen, Chris; Marin, Carlo; Solberg, Rune; Schwaizer, Gabriele; Nagler, Thomas

Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase 3

Solberg, Rune; Salberg, Arnt Børre; Reksten, Jarle Hamar; Kristensen, Søren Elkjær; Orthe, Nils Kristian; Sund, Monica

A COMPARISON OF DEEP LEARNING ARCHITECTURES FOR SEMANTIC MAPPING OF VERY HIGH RESOLUTION IMAGES

Liu, Qinghui; Salberg, Arnt Børre; Jenssen, Robert

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

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne; Reksten, Jarle Hamar; Steinar, Eastwood; Breivik, Lars-Anders

Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data

Trier, Øivind Due; Salberg, Arnt Børre; Kermit, Martin Andreas; Rudjord, Øystein; Gobakken, Terje; Næsset, Erik; Aarsten, Dagrun

Classification of Ocean Surface Slicks in SimulatedHybrid-Polarimetric SAR Data

Salberg, Arnt Børre; Larsen, Siri Øyen

A Comparison of Deep Learning Architectures for Semantic Mapping of Very High Resolution Images

Liu, Qinghui; Salberg, Arnt Børre; Jenssen, Robert

Experiences from 5 years of using deep learning within Earth observation

Salberg, Arnt Børre

Panel discussion: Generalization and transferability in Deep Learning

Salberg, Arnt Børre

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

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Reksten, Jarle Hamar; Killie, Mari Anne; Eastwood, Steinar; Breivik, Lars-Anders

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

Salberg, Arnt Børre

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

Waldeland, Anders U.; Salberg, Arnt Børre; Trier, Øivind Due

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

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Reksten, Jarle Hamar

Semi-automatic detection of ice breeding seal pups in aerial images using deep learning techniques

Salberg, Arnt Børre; Nilssen, Kjell Tormod; Stenson, Garry B.

Remote sensing of snow wetness in Romania by Sentinel-1 and Terra MODIS data

Solberg, Rune; Salberg, Arnt Børre; Trier, Øivind Due; Rudjord, Øystein; Stancalie, Gheorghe; Diamandi, Andrei; Irimescu, Anisoara; Craciunescu, Vasile

Urban land cover classification with missing data using deep convolutional neural networks

Kampffmeyer, Michael C.; Salberg, Arnt Børre; Jenssen, Robert

Urban land cover classification with missing data using deep convolutional neural networks

Kampffmeyer, Michael C.; Salberg, Arnt Børre; Jenssen, Robert

Remote sensing of snow wetness using Sentinel: a multisensor approach

Rudjord, Øystein; Solberg, Rune; Trier, Øivind Due; Salberg, Arnt Børre; Stăncălie, Gheorghe; Diamandi, Andrei; Irimescu, Anişoara; Craciunescu, Vasile

Multi-sensor wet snow product (MWS) from Sentinel-1 and Sentinel-3 vs multi-sensor wet snow product (MWS) from Sentinel-1 and MODIS

Mihailescu, Denis; Solberg, Rune; Stancalie, Gheorghe; Irimescu, Anisoara; Nertan, Argentina; Salberg, Arnt Børre; Trier, Øivind Due; Craciunescu, Vasile; Catana, Simona; Angearu, Claudiu

Earth observation big data and machine learning activities at Norsk Regnesentral

Salberg, Arnt Børre

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

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Trier, Øivind Due; Nertan, Argentina; Irimescu, Anisoara; Mihailescu, Denis; Stancalie, Gheorghe

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

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Trier, Øivind Due; Nertan, Argentina; Irimescu, Anisoara; Mihailescu, Denis; Stancalie, Gheorghe

Semi-automatic detection of ice breeding seal pups

Salberg, Arnt Børre; Reksten, Jarle Hamar

Numerical simulation of documented snow avalanche events in Fagaras Mountains

Ardelean, Florina; Torok-Oance, Marcel; Salberg, Arnt Børre; Voiculescu, Mircea; Milian, Narcisa; Irimescu, Anisoara

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

Solberg, Rune; Salberg, Arnt Børre; Rudjord, Øystein; Trier, Øivind Due; Stancalie, Gheorghe; Diamandi, Andrei; Irimescu, Anisoara

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

Trier, Øivind Due; Gobakken, Terje; Salberg, Arnt Børre; Aarsten, Dagrun; Næsset, Erik

Oil spill characterization in the hybrid-polarity SAR domain using log-cumulants

Espeseth, Martine; Skrunes, Stine; Brekke, Camilla; Salberg, Arnt Børre; Jones, Cathleen; Holt, Benjamin

Automatic detection and mapping of avalanches in SAR images

Hamar, Jarle Bauck; Salberg, Arnt Børre; Ardelean, Florina

Deep learning: a powerful tool to solve your computer vision problems

Salberg, Arnt Børre; Eikvil, Line

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

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Trier, Øivind Due; Stancalie, Gheorghe; Diamandi, Andrei; Irimescu, Anisoara

Deep learning: machine learning meets big data

Salberg, Arnt Børre; Eikvil, Line

Automatic detection and segmentation of avalanches in remote sensing images using deep convolutional neural networks

Salberg, Arnt Børre; Hamar, Jarle Bauck; Ardelean, Florina; Johansen, Thomas; Kampffmeyer, Michael C.

Oil spill characterization in the hybrid-polarity SAR domain using log-cumulants

Espeseth, Martine; Skrunes, Stine; Brekke, Camilla; Salberg, Arnt Børre; Jones, Cathleen; Holt, Benjamin

Semi-automatic detection of charcoal kilns from airborne laser scanning data

Trier, Øivind Due; Salberg, Arnt Børre; Pilø, Lars Holger

Oil spill detection using optical and thermal remote sensing data

Hamar, Jarle Bauck; Salberg, Arnt Børre; Trier, Øivind Due

Automatic mapping of forest roads

Trier, Øivind Due; Salberg, Arnt Børre; Kampffmeyer, Michael C.

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

Trier, Øivind Due; Hamar, Jarle Bauck; Kermit, Martin Andreas; Pilø, Lars Holger; Salberg, Arnt Børre

Statistikk og satellitter – innsikt gjennom tall og bilder

Haug, Ola; Salberg, Arnt Børre

Detection of seals in remote sensing images using features extracted from deep convolutional neural networks

Salberg, Arnt Børre

Advancements and validation of the global CryoClim snow cover extent product

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne

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

Larsen, Siri Øyen; Hamar, Jarle Bauck; Salberg, Arnt Børre

Validated wet snow retrieval algorithms

Solberg, Rune; Salberg, Arnt Børre; Rudjord, Øystein; Trier, Øivind Due; Irimescu, Anişoara; Catană, Simona; Mihăilescu, Denis; Dumitrescu, Alexandru; Stăncălie, Gheorghe

Oil spill detection in hybrid-polarimetric SAR images

Salberg, Arnt Børre; Rudjord, Øystein; Solberg, Anne H Schistad

Oil spill detection and classification in hybrid-polarimetric SAR images

Salberg, Arnt Børre

A new global snow cover product based on multi-sensor multi-temporal satellite data

Solberg, Rune; Rudjord, Øystein; Salberg, Arnt Børre; Killie, Mari Anne

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

Salberg, Arnt Børre; Zortea, Maciel; Erikstad, Lars; Blumentrath, Stefan

Automatic system for operational traffic monitoring using very-high-resolution satellite imagery

Larsen, Siri Øyen; Salberg, Arnt Børre; Eikvil, Line

Multisource oil spill detection

Salberg, Arnt Børre; Larsen, Siri Øyen; Zortea, Maciel

Multisensor satellite technologies for oil pollution monitoring and source identification

Salberg, Arnt Børre

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

Larsen, Siri Øyen; Salberg, Arnt Børre

Multisource oil spill detection – EU FP-7 project SeaU, Deliverable 13.1

Salberg, Arnt Børre; Mangin, Antoine; Longépé, Nicolas; Sapage, Tânia; Hansen, Morten Wergeland; Larsen, Siri Øyen; Zortea, Maciel

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

Zortea, Maciel; Solberg, Rune; Salberg, Arnt Børre

TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS

Salberg, Arnt Børre; Trier, Øivind Due

Land-cover classification of partly missing data using support vector machines

Salberg, Arnt Børre; Jenssen, Robert

TEMPORAL ANALYSIS OF MULTISENSOR DATA FOR FOREST CHANGE DETECTION USING HIDDEN MARKOV MODELS

Salberg, Arnt Børre; Trier, Øivind Due

Object-based cloud and cloud shadow detection in Landsat images for tropical forest monitoring

Zortea, Maciel; Salberg, Arnt Børre; Trier, Øivind Due

Experiments with remote sensing in the context of avalanche warning and detection

Solberg, Rune; Frauenfelder, Regula; Larsen, Siri Øyen; Salberg, Arnt Børre

Oil spill detection in compact polarimetry SAR images

Salberg, Arnt Børre; Rudjord, Øystein; Solberg, Anne H S

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

Zortea, Maciel; Trier, Øivind Due; Salberg, Arnt Børre

SatTrafikk Project report 2011

Larsen, Siri Øyen; Salberg, Arnt Børre; Eikvil, Line

Automated extraction of traffic information from satellite imagery

Eikvil, Line; Larsen, Siri Øyen; Salberg, Arnt-Børre

Automatic vehicle counts from QuickBird images

Larsen, Siri Øyen; Salberg, Arnt Børre

Metodikk for trafikkstatistikk. Del I: Grunnleggende beregninger. Del II: Satellitter

Haug, Ola; Salberg, Arnt-Børre

Time-series analysis of satellite images for forest cover change monitoring in Tanzania

Salberg, Arnt Børre; Trier, Øivind Thorvald Due

Bayesian model for snow retrieval from SSM/I data

Salberg, Arnt Børre; Wangensteen, Bjørn; Solberg, Rune

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

Larsen, Siri Øyen; Salberg, Arnt-Børre; Solberg, Rune

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

Salberg, Arnt Børre; Larsen, Siri Øyen

Benchmark test results – initial chains

Steinbakk, Line; Salberg, Arnt Børre

Estimation of Pup Production of Hooded and Harp Seals in the Greenland Sea in 2007: Reducing Uncertainty Using Generalized Additive Models

Øigård, Tor Arne; Haug, Tore; Nilssen, Kjell Tormod; Salberg, Arnt Børre

Vehicle detection and roadside tree shadow removal in high resolution satellite images

Larsen, Siri Øyen; Salberg, Arnt Børre

Deteksjon av gravminner fra høyoppløselige satellittbilder. Deteksjon av fangstgroper fra lidarbilder

Trier, Øivind Due; Salberg, Arnt-Børre

Automatic detection of avalanches in high-resolution optical satellite data – Results from the ESA AvalRS project’s feasibility study on automated avalanche detection

Larsen, Siri Øyen; Salberg, Arnt-Børre; Solberg, Rune

SatTrafikk-Project report 2010

Salberg, Arnt-Børre; Eikvil, Line

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

Trier, Øivind Thorvald Due; Brun, Trude Aga; Gustavsen, Lars; Kristensen, Steinar; Salberg, Arnt Børre; Solberg, Rune; Stomsvik, Knut Harald; Tonning, Christer; Larsen, Siri Øyen

Towards accurate age determination of Greenland halibut

Albert, Ole Thomas; Kvalsund, Merete; Vollen, Tone; Salberg, Arnt-Børre

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

Salberg, Arnt-Børre; Hardeberg, Jon Yngve; Jenssen, Robert

Traffic monitoring from space for sustainable development of the road network

Larsen, Siri Øyen; Aldrin, Magne; Haug, Ola; Salberg, Arnt Børre; Solberg, Rune; Gryteselv, Kristin; Johansen, Kjell

SatTrafikk project report 2009

Larsen, Siri Øyen; Salberg, Arnt-Børre

Leaf Area Index Estimation Using ENVISAT ASAR and Radarsat-2

Salberg, Arnt-Børre; Solberg, Svein; Weydahl, Dan Johan; Astrup, Rasmus Andreas