Line Eikvil

Unsupervised domain adaptation for breast cancer detection in a multi-scanner environment: A case-study from Norway 2025. Scientific lecture

Performance of Two Deep Learning–based AI Models for Breast Cancer Detection and Localization on Screening Mammograms from BreastScreen Norway Radiology: Artificial Intelligence (RAI), vol. 7, (ISSN 2638-6100 ), doi: https://doi.org/10.1148/ryai.240039 , 2025. Scientific article

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

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

Deep learning methods for acoustic target classification 2025. Other presentation

«In the 90s, everybody knew that AI didn't work.» Hvorfor hadde Sergey Brin rett da han sa det? , 2024. Media participation

En to-trinns kunstig intelligens modell for deteksjon av brystkreft i mammogrammer 2024. Lecture

Experiments with Foundation Models for Cardiac Ultrasound Images in Limited Data Scenarios 2024. Lecture

Experiments with Foundation Models for Cardiac Ultrasound Images in Limited Data Scenarios 2024. Poster

Detection of timing events in cardiac ultrasound 2024. Report

Experiments with foundation models for cardiac ultrasound images 2024. Report

Training GCN on breast positioning using partially annotated mammograms 2023. Poster

Utilizing earlier images in mammography cancer detection 2023. Poster

Context-Aware Landmark Detection for 2D Cardiac Ultrasound using Graph Convnet 2023. Report

Training GCN on breast positioning using partially annotated mammograms 2023. Scientific lecture

Learning from weakly labelled marine acoustic data 2023. Poster

Learning from weakly labelled marine acoustic data 2023. Scientific lecture

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

A two-stage mammography classification model using explainable-AI for ROI detection Nordic Machine Intelligence (NMI), vol. 3, (ISSN 2703-9196 ), doi: https://doi.org/10.5617/nmi.10459 , 2023. Scientific article

Helse-effektivisering - et mulig satsningsområde for NR 2023. Report

Context-Aware Landmark Detection for 2D Cardiac Ultrasound using a Graph Convolution Network 2022. Poster

Explainability and uncertainty for classification of mammograms 2022. Poster

A mammography classification model trained from image labels only 2022. Poster

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. Scientific article

Slik bruker vi norske mammogrammer for å utvikle et maskinlæringssystem 2022. Lecture

Procedures for mammographic screening with machine learning 2022. Report

Machine learning for screening mammography 2022. Report

A mammography classification model trained from image labels only Proceedings of the Northern Lights Deep Learning Workshop, (ISSN 2703-6928 ), doi: https://doi.org/10.7557/18.6244 , 2022. Scientific article

A two-stage mammography classification model using XAI for ROI detection 2022. Poster

Context-Aware Landmark Detection for 2D Cardiac Ultrasound using Graph Convnet 2022. Scientific lecture

Improving marine acoustic target classification with context information 2022. Poster

Analyzing breast positioning in mammograms with graph convolutional networks 2022. Scientific lecture

Line Eikvil; Kristin Skeide Fuglerud; Dahl Fredrik; Till Halbach; Jarle Petterson; Kunstig intelligens avlaster travle spesialister , 2022. Media interview

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

Birdcam: Automatic monitoring of birds near wind parks 2022. Report

Machine learning for image-based interpretation of non-verbal communication - Initial version 2021. Report

Machine learning for screening mammography 2021. Report

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. Scientific article

Smart Fisheries in Norway: Partnership between Science, Technology, and the Fishing Sector Journal of Ocean Technology, vol. 16, pp. 11 18 , (ISSN 1718-3200 1718-3219 ), 2021. Article journal

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. Article journal

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

Robert Jenssen; Anne H Schistad Solberg; Line Eikvil; Norge er verdensledende på bildeanalyse med kunstig intelligens 2021. Media interview

Learning motion of seismic structures without human labelling 2021. Scientific lecture

Deep domain adaptation applied to automatic fish age prediction 2021. Scientific lecture

Using model averaging ensembles in semantic segmentation of marine echosounder data for acoustic classification of species 2021. Scientific lecture

Improving marine acoustic target classification with context information 2021. Poster

Deep Learning for Norwegian Breast Cancer Screening 2021. Lecture

Machine learning for image-based interpretation of non-verbal communication 2021. Report

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. Scientific article

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. Scientific article

Machine learning for screening mammography - Initial analyses on a first limited dataset 2020. Report

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. Scientific article

User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing IEEE Journal of Biomedical and Health Informatics, (ISSN 2168-2194 2168-2208 ), doi: https://doi.org/10.1109/JBHI.2020.3029392 , 2020. Scientific article

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

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

Teknologien bak ansiktsgjenkjenning 2020. Lecture

Applying AI and ML to images 2020. Lecture

Line Eikvil; Norske forskere utvikler en ny metode for å finne brystkreft 2020. Media interview

Line Eikvil; Google har utviklet kunstig intelligens som gjenkjenner brystkreft bedre enn radiologer - Kreftregisteret og Norsk Regnesentral lager norsk variant 2020. Media interview

Feasibility study: Non-verbal communication interpreter - Image-based methodological approaches 2020. Report

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

Maskinlæring i mammografiprogrammet 2019. Lecture

Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach Lecture Notes in Computer Science (LNCS), vol. 11798 LNCS, pp. 29 37 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-030-32875-7_4 , 2019. Scientific article

The COGMAR project 2019. Scientific lecture

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

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

Estimation of rock cuttings size from images 2019. Report

Deep learning for ultrasound images - next steps 2019. Report

Deep learning in seismic interpretation 2019. Report

Bruk av Deep learning and Big Data i Mammografiprogrammet 2018. Lecture

Intelligent og automatisk bildeanalyse med deep learning 2018. Lecture

Intelligent og automatisk bildeanalyse med deep learning 2018. Lecture

Deep learning for ultrasound images 2018. Report

En revolusjon innen maskinlæring 2016. Article feature

Deep learning: a powerful tool to solve your computer vision problems 2016. Scientific lecture

Deep learning 2016. Scientific lecture

Deep learning: machine learning meets big data 2016. Scientific lecture

Bruk av MR-bilder for estimering av skjelettalder. 2016. Report

Fjerning av støy fra historiske dokumenter 2016. Report

Development of improved methods or basis for medical age assessments of minors and young adults , 2016. Report

Multi-focus cluster labeling Journal of Biomedical Informatics, vol. 55, pp. 116 123 , (ISSN 1532-0464 1532-0480 ), doi: https://doi.org/10.1016/j.jbi.2015.03.012 , 2015. Scientific article

Bruk av fargedeskriptorer for gjenkjenning av ukeblader 2015. Report

Utvalg av deskriptorer for oppbygging av database 2015. Report

Verifikasjon av strekkoder 2015. Report

Evaluation of Binary Descriptors for Fast and Fully Automatic Identification International Conference on Pattern Recognition, pp. 154 159 , (ISSN 1051-4651 ), doi: https://doi.org/10.1109/ICPR.2014.36 , 2014. Scientific article

Evaluation of binary descriptors for fast and fully automatic identification 2014. Scientific lecture

Historisk informasjon fra avisarkiv 2014. Report

Robust klassifikasjon av ukeblader 2014. Report

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. Scientific article

Age estimation - Methodological challenges and agreement assessment 2013. Scientific lecture

Descriptors and matching for real-time recognition of planar and curved objects 2013. Report

Metoder og programmer for gjenkjenning av ukeblader 2013. Report

Gjenkjenning av håndskrevne tall fra folketellingsskjemaer fra 1891 2013. Report

Signal and image processing for ultrasound camera 2013. Report

18 or not? Age estimation - methodological challenges 2012. Scientific lecture

Age estimation in youths and young adults. A summary of the needs for methodological research and development , 2012. Report

Detecting beads in time series of DNA-sequencing images 2012. Report

SatTrafikk Project report 2011 , 2012. Report

Detectors and descriptors for real-time recognition of planar objects 2012. Report

Automated extraction of traffic information from satellite imagery pp. 5 8 , , 2011. Scientific chapter / article / conference article

Automatisk analyse av folketellingsskjemaer 2011. Report

Efficient search for biomedical information 2011. Report

Bildeanalyse av røntgenbilder til hjelp for aldersvurdering , 2011. Report

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

The role of statistical methods 2010. Scientific lecture

Experiments on Landsat scene 227-062 in Brazil , 2010. Scientific lecture

Methods for analysis of handwritten historical documents 2010. Report

Automatiske metoder som hjelp til transkribering av historiske kilder 2010. Report

SatTrafikk 2010 - Operasjonelt scenario 2010. Report

SatTrafikk-Project report 2010 , 2010. Report

SnowLab Software Documentation 2010. Report

Adaptive registration of remote sensing images using supervised learning Photogrammetric Engineering and Remote Sensing, vol. 75, pp. 1297 1306 , (ISSN 0099-1112 ), , 2009. Scientific review article

Classification-based vehicle detection in high-resolution satellite images ISPRS Journal of Photogrammetry and Remote Sensing (P&RS), vol. 64, pp. 65 72 , (ISSN 0924-2716 1872-8235 ), doi: https://doi.org/10.1016/j.isprsjprs.2008.09.005 , 2009. Scientific article

A system for adaptive image registration based on supervised learning , 2009. Scientific lecture

SnowLab - A system for automated snow product generation - Software documentation , 2009. Report

Strekkodelesere for mobiltelefon 2009. Report

Ukebladsortering - vurdering av metoder 2009. Report

MIR - Multiple Image Registration, Technical Documentation 2009. Report

MIR - Multiple Image Registration, Software Documentation 2009. Report

Vehicle Detection in High-Resolution Satellite Images , 2008. Scientific lecture

Adaptive Co-Registration of Remote Sensing Images , 2008. Scientific lecture

Building detection - Methods and software 2008. Report

Proceedings of the 9th International Symposium on High Mountain Remote Sensing Cartography Ukjent, vol. 43, pp. 109 112 , 2007. Scientific article

Building detection - Internal note on experiments and software 2007. Report

Integrated Project geoland - Final Period Activity Report 2004-2006 (Editor A.Kaptein, Infoterra GmbH) 2007. Report

Road Traffic Snapshot (ISSN 9788253905259 ), , 2007. Report

Snow and Vegetation Monitoring in the Scandinavian Mountains 2006. Poster

Multi-sensor/multi-temporal approaches for snow cover area monitoring Ukjent, , 2006. Scientific article

Adaptive Image Registration 2006. Scientific lecture

SnowLab - A system for automated snow product generation - Software documentation , 2006. Report

Adaptive Image Registration Ukjent, 2005. Scientific article

Multi-sensor/multi-temporal approaches for snow cover area monitoring Ukjent, 2005. Scientific article

Alignment of growth seasons from satellite data pp. 213 216 , doi: https://doi.org/10.1109/AMTRSI.2005.1469875 , 2005. Scientific chapter / article / conference article

Use of hidden Markov models and phenology for multitemporal satellite image classification: applications to mountain vegetation classification pp. 220 224 , doi: https://doi.org/10.1109/AMTRSI.2005.1469877 , 2005. Scientific chapter / article / conference article

Satellite based snow monitoring for hydropower production and trade in Norway - – results versus operational needs , 2005. Scientific lecture

MIR - Multiple Image Registration - Software Documentation 2005. Report

MIR - Multiple Image Registration - Method Descriptions 2005. Report

Multi-sensor/multi-temporal analysis of ENVISAT data for snow monitoring Ukjent, , 2004. Scientific article

Multi-sensor and time-series approaches for monitoring of snow parameters pp. 1661 1666 , doi: https://doi.org/10.1109/IGARSS.2004.1370649 , 2004. Scientific chapter / article / conference article

Med deg selv som adgangskort Ukjent, 2003. Reader opinion

Forskningsdagene 2003: Hvilken kjendis ligner du på? 2003. Media participation

Ansiktsgjenkjenning 2003. Scientific lecture

Vurdering av MODIS og AVHRR for beregning av snødekning 2003. Report

Digital trynefaktor ComputerWorld Norge, (ISSN 1501-6595 ), 2002. Reader opinion

Likner du på en kjendis? Ukjent, 2002. Reader opinion

Finn din kjendis Ukjent, 2002. Reader opinion

Trynefaktoren Ukjent, 2002. Reader opinion

Forskningsdagene - Hvilken kjendis ligner du på? 2002. Media participation

Mønstergjenkjenning i bildesekvenser 2002. Scientific lecture

Segmentation of crate contours 2002. Report

Vurdering av OCR-system for lesing av bilskilt 2002. Report

Pattern Recognition in Music , 2002. Report

Teksturmål for defektdeteksjon 2002. Report

Traffic Surveillance in Real-time usingb Hidden Markov Models Ukjent, 2001. Scientific article

Biometri (i Verdt å vite) 2001. Media participation

2001: Hvor godt kan HAL se? 2001. Scientific lecture

Gjenkjenning av ansikter 2001. Lecture

2001: Hvor godt kan HAL se ? 2001. Lecture

Forskning på NR 2001: Rapport fra FANR/NTL forskningskomiteen 2001. Report

Pattern recognition in text documents 2000. Scientific lecture

Example-based search for tourism information 2000. Report

Speech-driven facial animation 2000. Report

Deformable models , 2000. Report

Video analysis of sign language , 2000. Report

Applications of hidden Markov chains in image analysis Pattern Recognition, vol. 32, pp. 703 713 , (ISSN 0031-3203 1873-5142 ), 1999. Scientific article

Fish biomass estimation using video-based measurement techniques: A feasibility study 1999. Report

Text categorisation - A survey (ISSN 9788253904252 ), 1999. Report

Information Extraction from World Wide Web - A Survey (ISSN 9788253904290 ), 1999. Report

News Filtering 1999. Report

Seismic Attribute Analysis, Part IV 1999. Report

Automatic wrapper generation: A preliminary study 1999. Report

Decoding bar codes from human-readable characters Pattern Recognition Letters, vol. 18, pp. 1519 1527 , (ISSN 0167-8655 1872-7344 ), 1998. Scientific article

Kroppen gir deg adgang Teknisk Ukeblad, vol. 145, pp. 22 23 , (ISSN 0040-2354 ), 1998. Science for the public article

Biometri - hva er det og hvordan virker det? 1998. Scientific lecture

Hvordan kan multimedia brukes som informasjonsstøtte i kritiske situasjoner 1998. Scientific lecture

Studie av fingeravtrykk 1998. Report

Videobasert bildeteksjon 1998. Report

API'er og sertifiseringsordninger for biometriske produkter 1998. Report

Video and motion analysis - An overview - 1998. Report

An intelligent agent for filtering of online newspaper articles 1998. Report

Reading bar codes from low resolution images Ukjent, 1997. Science for the public article

Transmission of digital real-time video over ATM networks, Applied at alarm trigged video surveillance (ISSN 9788253904320 ), 1997. Report

Uttesting av metode for strekkodedeteksjon 1997. Report

A survey on: Content-based access to image and video databases (ISSN 9788253904337 ), 1997. Report

Terrain generator 1997. Report

An intelligent news agent 1997. Report

Text page recognition using grey level features and hidden Markov models Pattern Recognition, vol. 29, pp. 977 985 , (ISSN 0031-3203 1873-5142 ), 1996. Scientific article

Automatic can separation Ukjent, vol. III, pp. 954 954 , 1996. Scientific article

Text recognition from grey level images using hidden Markov models Ukjent, 1996. Science for the public article

Datafangst med fjernmåling for ajourføring av geografisk informasjon 1996. Scientific lecture

Reading bar codes from low resolution images 1996. Report

Automatic classification of bottles in crates Ukjent, 1995. Scientific article

Tools for interactive map conversion and vectorization Ukjent, vol. 2, pp. 927 930 , 1995. Scientific article

Text recognition from grey level images using hidden Markov models Lecture Notes in Computer Science (LNCS), vol. 970, pp. 503 508 , (ISSN 0302-9743 1611-3349 ), 1995. Scientific article

Automatic recognition of character strings in maps Ukjent, 1995. Scientific article

Dagens Sherlock Holmes Teknisk Ukeblad, (ISSN 0040-2354 ), 1995. Science for the public article

Videoanalyse Teknisk Ukeblad, (ISSN 0040-2354 ), 1995. Science for the public article

Bar code localization 1995. Report

Automatic can separation 1995. Report

Nye veier i kartdatafangst Kart og Plan, vol. 54, (ISSN 0047-3278 2535-6003 ), 1994. Science for the public article

Theory and methods for filtering of lines 1994. Report

Theory and methods for classification of single raster symbols 1994. Report

Theory and methods for digitizing of areas 1994. Report

Classification of bottles in crates 1994. Report

Methods for updating of model parameters applied within the area of symbol recognition Ukjent, 1993. Scientific article

Methods for updating of model parameters applied within the area of symbol recognition 1993. Scientific lecture

Symbolgjenkjenning og interaktiv vektorisering i rasterbilder 1993. Scientific lecture

OCR - Hvor langt har teknologien kommet? 1993. Scientific lecture

Recognition of degraded symbols using hidden Markov models (ISSN 9788253903699 ), 1993. Report

OCR - Optical Character Recognition 1993. Report

Theory and methods for grouping and syntax analysis 1993. Report

Theory and methods for Interactive Digitizing of lines 1993. Report

Recognition of objects in coregistered images - preparations for practical use 1993. Report

Tolkning og analyse av geografisk informasjon (ISSN 9788253903637 ), 1993. Report

Gjenkjenning av flytmønstre fra Doppler ultralyd bilder 1992. Scientific lecture

Methods for updating of model parameters applied within the area of symbol recognition (ISSN 9788253903521 ), 1992. Report

Recogition of flow pattern in Doppler ultrasound images 1992. Report

Filtrering av simulerte data fra geologiske lag 1992. Report

Simultaneous recognition of class and rotation angle of raster symbols Ukjent, vol. 1, pp. 461 468 , 1991. Scientific article

An adaptive method for binarization of grey level images Ukjent, 1991. Scientific article

A fast adaptive method for binarization of document images Ukjent, 1991. Scientific article

Segmentering i raster ved bruk av elliptiske Fourier deskriptorer 1991. Report

Recognition of handwritten symbols Ukjent, vol. 23, pp. 1155 1166 , 1990. Science for the public article

Automatisk avlesing av målebrev 1990. Report

Statistical classification using mixures of multinormal densities Ukjent, 1989. Scientific article

Automatisk avlesing av bilskilt : et forprosjekt utført for NTNF (ISSN 9788253903231 ), 1989. Report