Arnt-Børre Salberg

Seniorforsker

SAMBA

22852651 93023423

salberg@nr.no

Publikasjoner:

203 treff i publikasjoner

Publikasjon

År

Kategori

Self-constructing graph neural networks to model long-range pixel dependencies for semantic segmentation of remote sensing images

2021

Vitenskapelig artikkel

Estimating Traffic in Urban Areas from Very-High Resolution Aerial Images

2021

Vitenskapelig artikkel

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

2020

Rapport

Mid-term report. AI4Arctic Deliverable 5.

2020

Rapport

Problem statement and methodologies. AI4Arctic Deliverable 1.

2020

Rapport

ICT requirements and API. AI4Arctic Deliverable 2

2020

Rapport

Software package: AI4Arctic Deliverable 4

2020

Rapport

Self-Constructing Graph Convolutional Networks for Semantic Labeling

2020

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2020

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Maskinlæring og jordobservasjon

2020

Faglig foredrag

Deep learning in seismic interpretations – Development and experiments 2020

2020

Rapport

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

2020

Vitenskapelig foredrag

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

2020

Vitenskapelig foredrag

The 1st Agriculture-Vision Challenge: Methods and Results

2020

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2020

Poster

Making sense of deep CNNs for image recognition applications

2020

Vitenskapelig foredrag

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

2020

Rapport

Automatisk bildetolkning ved hjelp av AI

2020

Faglig foredrag

SCG-Net for Semantic Labeling

2020

Vitenskapelig foredrag

Multi-View Self-Constructing Graph Convolutional Networks With Adaptive Class Weighting Loss for Semantic Segmentation

2020

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Explaining decisions of deep neural networks used for fish age prediction

2020

Vitenskapelig artikkel

MSCG-Net with Adaptive Class Weighting Loss for Semantic Segmentation

2020

Vitenskapelig foredrag

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

2020

Vitenskapelig foredrag

Kartlegging av naturinngrep. Sluttrapport

2020

Rapport

Dense dilated convolutions merging network for land cover classification

2020

Vitenskapelig artikkel

Acoustic classification in multifrequency echosounder data using deep convolutional neural networks

2020

Vitenskapelig artikkel

Machine intelligence and the data-driven future of marine science

2020

Vitenskapelig artikkel

Landslide detection and mapping by remote sensing

2019

Vitenskapelig foredrag

Utvikling av operasjonell flomtjeneste ved NVE. Resultater fra prosjektfase 3

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

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

2019

Poster

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

2019

Rapport

Deep learning in seismic interpretation

2019

Rapport

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

2019

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Kunstig intelligens finner skjulte kulturminner

2019

Populærvitenskapelig artikkel

Kartlegging av naturinngrep. Foreløpig rapport

2019

Rapport

Visualization of deep neural networks applied to fish age prediction

2019

Rapport

Automatic interpretation of otoliths with deep learning – explaining predictions

2019

Rapport

Metodikk for ÅDT-belegging – forslag til løsning

2019

Faglig foredrag

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

2019

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Flood detection in Norway based on Sentinel-1 SAR imagery

2019

Vitenskapelig artikkel

Metodikk for ÅDT-belegging – statistisk modell og datakilder

2019

Rapport

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

2019

Vitenskapelig foredrag

DDCM-Net for Semantic Mapping of Remote Sensing Images

2019

Poster

The COGMAR project: Ubiquitous cognitive computer vision for marine services

2019

Faglig foredrag

The COGMAR project

2019

Vitenskapelig foredrag

Deep divergence-based approach to clustering

2019

Vitenskapelig artikkel

DDCM Network for Semantic Mapping of Remote Sensing Images

2019

Vitenskapelig foredrag

Urban Traffic Density Estimation for Air Pollution Modelling using Deep Neural Networks

2018

Vitenskapelig foredrag

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

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

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

2018

Rapport

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

2018

Rapport

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

2018

Vitenskapelig foredrag

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

2018

Poster

Sentinel4Nature: Estimating environmental gradients and properties using remote sensing

2018

Rapport

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

2018

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Panel discussion: Generalization and transferability in Deep Learning

2018

Vitenskapelig foredrag

Classification of Ocean Surface Slicks in SimulatedHybrid-Polarimetric SAR Data

2018

Vitenskapelig artikkel

Maskinlæring og jordobservasjon

2018

Vitenskapelig foredrag

Experiences from 5 years of using deep learning within Earth observation

2018

Vitenskapelig foredrag

AI4EO Challenges in the context of the Great Green Wall Initiative

2018

Vitenskapelig foredrag

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

2018

Poster

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

2018

Vitenskapelig artikkel

Avalanche detection in sar images using deep learning

2018

Poster

Multi-sensor forest vegetation height mapping methods for Tanzania

2018

Vitenskapelig artikkel

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

2018

Vitenskapelig artikkel

Semi-automatic mapping of charcoal kilns from airborne laser scanning data using deep learning

2018

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

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

2017

Rapport

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

2017

Rapport

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

2017

Rapport

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

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

2017

Vitenskapelig foredrag

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

2017

Vitenskapelig artikkel

Semi-automatic detection of ice breeding seal pups

2017

Rapport

Earth observation big data and machine learning activities at Norsk Regnesentral

2017

Vitenskapelig foredrag

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

Remote sensing of snow wetness using Sentinel: a multisensor approach

2017

Vitenskapelig foredrag

Deep divergence-based clustering

2017

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2017

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2017

Vitenskapelig foredrag

Spectral clustering using PCKID ? A probabilistic cluster kernel for incomplete data

2017

Vitenskapelig artikkel

Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks

2017

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Forest tree species classification from airborne hyperspectral and laser scanning data using deep learning

2017

Vitenskapelig foredrag

Remote Sensing of Environmental Variables for National Biodiversity Indicator Systems

2016

Poster

En revolusjon innen maskinlæring

2016

Kronikk

Oil spill detection using optical and thermal remote sensing data

2016

Rapport

Deep learning: machine learning meets big data

2016

Vitenskapelig foredrag

Traffic statistics from very high resolution satellite images

2016

Vitenskapelig foredrag

Deep learning

2016

Vitenskapelig foredrag

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

2016

Vitenskapelig foredrag

Preparing for a national service for flood monitoring using Sentinel-1

2016

Vitenskapelig foredrag

Numerical simulation of documented snow avalanche events in Fagaras Mountains

2016

Faglig foredrag

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

2016

Vitenskapelig foredrag

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

2016

Poster

Status and further development of CryoClim global Snow Cover Extent product

2016

Faglig foredrag

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

2016

Vitenskapelig foredrag

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

2016

Vitenskapelig foredrag

Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks

2016

Vitenskapelig artikkel

Classification of ocean surface slicks in hybrid polarimetric SAR data

2016

Rapport

Automatic detection and mapping of avalanches in SAR images

2016

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2016

Poster

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

2016

Vitenskapelig artikkel

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

2016

Vitenskapelig foredrag

Automatic mapping of forest roads

2016

Rapport

Automatic multi-sensor forest vegetation height mapping methods for Tanzania

2016

Rapport

Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks

2016

Vitenskapelig foredrag

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

2016

Poster

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

2016

Poster

Sentinel4Nature: Estimating environmental gradients and properties using remote sensing

2016

Rapport

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

2016

Rapport

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

2016

Vitenskapelig foredrag

Semi-automatic mapping of cultural heritage from airborne laser scanning using deep learning

2016

Vitenskapelig foredrag

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

2015

Rapport

Validated wet snow retrieval algorithms

2015

Rapport

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

Global snow cover mapping using a multi-temporal multi-sensor approach

2015

Vitenskapelig foredrag

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

2015

Rapport

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

2015

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

A gentle introduction to deep learning

2015

Faglig foredrag

Statistikk og satellitter – innsikt gjennom tall og bilder

2015

Faglig foredrag

Oil spill detection and classification in hybrid-polarimetric SAR images

2014

Vitenskapelig foredrag

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

2014

Vitenskapelig foredrag

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

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

2014

Rapport

Classification of ocean surface slicks in hybrid-polarimetric SAR data

2014

Vitenskapelig artikkel

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

2014

Vitenskapelig foredrag

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

2014

Vitenskapelig artikkel

Multisource oil spill detection

2013

Vitenskapelig artikkel

Fusion of satellite and aerial images for identification and modeling of nature types

2013

Vitenskapelig artikkel

Signal and image processing for ultrasound camera

2013

Rapport

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

2013

Rapport

Multisensor satellite technologies for oil pollution monitoring and source identification

2013

Vitenskapelig foredrag

Report SAR analysis and comparisons – EU FP-7 project SeaU, Deliverable 12.1

2013

Rapport

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

2013

Rapport

Semi-automatic detection of rainfall-triggered landslides in segmented optical satellite images

2013

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Automatic avalanche mapping using texture classification of optical satellite imagery

2013

Vitenskapelig foredrag

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

2013

Rapport

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

2013

Vitenskapelig artikkel

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

2012

Vitenskapelig artikkel

Model based oil spill detection using polarimetric SAR

2012

Vitenskapelig artikkel

Operational Traffic Monitoring Using Very High Resolution Satellite Imagery

2012

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Oil spill detection in compact polarimetry SAR images

2012

Vitenskapelig foredrag

X-Bragg based detection of oil spills using polarimetric SAR

2012

Poster

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

2012

Rapport

Remote-Sensing Derived Avalanche Inventory Data

2012

Vitenskapelig foredrag

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

2012

Vitenskapelig foredrag

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

2012

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2012

Rapport

Current Advances in SAR Remote Sensing of Oil Slicks and a Look-Ahead

2012

Vitenskapelig foredrag

Satellittbasert kartlegging av Naturtyper i Norge: Prosjektrapport

2012

Rapport

Model based oil spill detection using polarimetric SAR

2012

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2012

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

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

2012

Vitenskapelig artikkel

SatTrafikk Project report 2011

2012

Rapport

Automatic vehicle counts from QuickBird images

2011

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Retraining maximum likelihood classifiers using a low-rank model

2011

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Temporal analysis of forest cover using hidden Markov models

2011

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Automated extraction of traffic information from satellite imagery

2011

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

The CryoClim system for cryospheric climate monitoring

2011

Vitenskapelig foredrag

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

2011

Rapport

Benchmark test results – initial chains

2011

Rapport

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

Automatic detection of avalanches in high resolution optical satellite data

2011

Vitenskapelig foredrag

Plan for operasjonalisering av SatTrafikk-systemet i 2012-2013

2011

Rapport

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

2011

Rapport

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

2011

Rapport

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

Land Cover Classification of Cloud-Contaminated Multitemporal High-Resolution Images

2011

Vitenskapelig artikkel

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

2011

Vitenskapelig foredrag

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

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

2010

Rapport

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

2010

Vitenskapelig artikkel

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

SatTrafikk 2010 – Operasjonelt scenario

2010

Rapport

SatTrafikk-Project report 2010

2010

Rapport

Experiments on Landsat scene 227-062 in Brazil

2010

Vitenskapelig foredrag

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

2010

Rapport

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

Traffic monitoring from space for sustainable development of the road network

2009

Vitenskapelig foredrag

Image Analysis. 16th Scandinavian Conference, SCIA 2009 Oslo Norway, June 2009. Proceedings

2009

Vitenskapelig antologi/Konferanseserie

Estimation of seal pup production from aerial surveys using generalized additive models

2009

Vitenskapelig artikkel

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

2009

Rapport

SatTrafikk project report 2009

2009

Rapport

Leaf Area Index Estimation Using ENVISAT ASAR and Radarsat-2

2009

Rapport

Land cover classification of cloud-contaminated multi-temporal high-resolutionsatellite images

2009

Rapport

Land cover classification of cloud- and snow-contaminated multi-temporal high-resolutionsatellite images

2009

Vitenskapelig foredrag

Towards accurate age determination of Greenland halibut

2009

Vitenskapelig artikkel

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

2009

Fagbok

Estimation of hooded seal (Cystophora cristata) pup production in the Greenland Sea pack ice during the 2005 whelping season

2008

Vitenskapelig artikkel

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