Publication profile
Publication profile
Line Eikvil
Name:
Line Eikvil
Title:
Forskningssjef BAMJO / Research Director BAMJO
Phone:
(+47) +47 22 85 26 88 Mob: +47 416 52 218
Email:
eikvil [at] nr [dot] no
Scientific areas:
Machine learning, Deep learning, Pattern recognition, Image analysis, AI

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Academic article
2022
A mammography classification model trained from image labels only. Proceedings of the Northern Lights Deep Learning Workshop. doi: 10.7557/18.6244. 2022.
. Automatic Fish Age Determination across Different Otolith Image Labs Using Domain Adaptation. Fishes (ISSN 2410-3888). 7(2) pp 1-16. doi: 10.3390/fishes7020071. 2022. Arkiv
. 2021
Semi-supervised target classification in multi-frequency echosounder data. ICES Journal of Marine Science (ISSN 1054-3139). 78(7) pp 2615-2627. doi: 10.1093/icesjms/fsab140. 2021. Arkiv Fulltekst
. 2020
Explaining decisions of deep neural networks used for fish age prediction. PLOS ONE (ISSN 1932-6203). 15(6) doi: 10.1371/journal.pone.0235013. 2020. Arkiv
. User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. IEEE journal of biomedical and health informatics (ISSN 2168-2194). doi: 10.1109/JBHI.2020.3029392. 2020. Arkiv
. Acoustic classification in multifrequency echosounder data using deep convolutional neural networks. ICES Journal of Marine Science (ISSN 1054-3139). 77(4) pp 1391-1400. doi: 10.1093/icesjms/fsz235. 2020. Arkiv
. Machine intelligence and the data-driven future of marine science. ICES Journal of Marine Science (ISSN 1054-3139). doi: 10.1093/icesjms/fsz057. 2020. Arkiv
. 2019
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. Lecture Notes in Computer Science (LNCS) (ISSN 0302-9743). 11798 LNCS pp 29-37. doi: 10.1007/978-3-030-32875-7_4. 2019. Fulltekst
. 2015
Multi-focus cluster labeling. Journal of Biomedical Informatics (ISSN 1532-0464). 55 pp 116-123. doi: 10.1016/j.jbi.2015.03.012. 2015.
. 2014
Evaluation of Binary Descriptors for Fast and Fully Automatic Identification. International Conference on Pattern Recognition (ISSN 1051-4651). pp 154-159. doi: 10.1109/ICPR.2014.36. 2014.
. 2013
Automatic system for operational traffic monitoring using very-high-resolution satellite imagery. International Journal of Remote Sensing (ISSN 0143-1161). 34(13) pp 4850-4870. doi: 10.1080/01431161.2013.782708. 2013.
. 2009
Classification-based vehicle detection in high-resolution satellite images. ISPRS Journal of Photogrammetry and Remote Sensing (P&RS) (ISSN 0924-2716). 64(1) pp 65-72. doi: 10.1016/j.isprsjprs.2008.09.005. 2009. Fulltekst
. 2007
Proceedings of the 9th International Symposium on High Mountain Remote Sensing Cartography. Ukjent 43 pp 109-112. 2007.
. 2006
. 2005
Multi-sensor/multi-temporal approaches for snow cover area monitoring. Ukjent 2005.
. Adaptive Image Registration. Ukjent 2005.
. 2004
. 2001
Traffic Surveillance in Real-time usingb Hidden Markov Models. Ukjent 2001.
. 1999
Applications of hidden Markov chains in image analysis. Pattern Recognition (ISSN 0031-3203). 32(4) pp 703-713. 1999.
. 1998
Decoding bar codes from human-readable characters. Pattern Recognition Letters (ISSN 0167-8655). 18(14) pp 1519-1527. 1998.
. 1996
Automatic can separation. Ukjent III pp 954. 1996.
. Text page recognition using grey level features and hidden Markov models. Pattern Recognition (ISSN 0031-3203). 29(6) pp 977-985. 1996.
. 1995
Text recognition from grey level images using hidden Markov models. Ukjent 1995.
. Automatic classification of bottles in crates. Ukjent 1995.
. Automatic recognition of character strings in maps. Ukjent 1995.
. Tools for interactive map conversion and vectorization. Ukjent 2 pp 927-930. 1995.
. 1993
Methods for updating of model parameters applied within the area of symbol recognition. Ukjent 1993.
. 1991
A fast adaptive method for binarization of document images. Ukjent 1991.
. An adaptive method for binarization of grey level images. Ukjent 1991.
. Simultaneous recognition of class and rotation angle of raster symbols. Ukjent 1 pp 461-468. 1991.
. 1989
Statistical classification using mixures of multinormal densities. Ukjent 1989.
. Academic literature review
2009
Adaptive registration of remote sensing images using supervised learning. Photogrammetric Engineering and Remote Sensing (ISSN 0099-1112). 75(11) pp 1297-1306. 2009. Fulltekst
. Academic chapter/article/Conference paper
2011
Automated extraction of traffic information from satellite imagery. In: The seventh conference on image information mining. Geospatial intelligence from earth observation. (ISBN 978-92-79-19708-6). pp 5-8. 2011. Fulltekst
. 2005
Alignment of growth seasons from satellite data. In: Proceedings of the 2005 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Biloxi, Mississippi, USA, 16-18 May 2005. (ISBN 0-7803-9118-7). pp 213-216. doi: 10.1109/AMTRSI.2005.1469875. 2005. Fulltekst
. Use of hidden Markov models and phenology for multitemporal satellite image classification: applications to mountain vegetation classification. In: Proceedings of the 2005 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Biloxi, Mississippi, USA, 16-18 May 2005. (ISBN 0-7803-9118-7). pp 220-224. doi: 10.1109/AMTRSI.2005.1469877. 2005. Fulltekst
. 2004
Multi-sensor and time-series approaches for monitoring of snow parameters. In: Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International. (ISBN 0-7803-8742-2). pp 1661-1666. doi: 10.1109/IGARSS.2004.1370649. 2004. Fulltekst
. Academic lecture
2022
Analyzing breast positioning in mammograms with graph convolutional networks. Visual Intelligence days 2022; Olavsgaard, 9/28/2022.
. Context-Aware Landmark Detection for 2D Cardiac Ultrasound using Graph Convnet. GEVU Research Day; Teams, 5/23/2022.
. 2021
Deep domain adaptation applied to automatic fish age prediction. Visual Intelligence workshop on learning from limited data; Teams seminar, 2/12/2021 - 2/12/2021 1:00:00 AM.
. Using model averaging ensembles in semantic segmentation of marine echosounder data for acoustic classification of species. NOBIM 2021; Gardermoen, 9/13/2021 - 9/14/2021.
. Learning motion of seismic structures without human labelling. Visual Intelligence Days 2021; Oslo, 10/19/2021 - 10/20/2021.
. 2019
The COGMAR project. Norway-US Workshop on Machine Learning to Improve Science for the Sustainability of Living Ocean Resources; Bergen, 4/23/2019 - 4/25/2019.
. 2016
Deep learning: machine learning meets big data. Invited lecuture at Department of Statistics at University of Oslo, 3/2/2016.
. Deep learning. Engineering Day, 6/3/2016.
. Deep learning: a powerful tool to solve your computer vision problems. Invited lecure at the Department of Informatics, University of Oslo, 9/16/2016.
. 2014
Evaluation of binary descriptors for fast and fully automatic identification. International Conference on Pattern Recognition; Stockholm, 8/24/2014 - 8/28/2014.
. 2013
Age estimation - Methodological challenges and agreement assessment. Det 17. norske statistikermøtet; Halden, 6/11/2013 - 6/13/2013.
. 2012
18 or not? Age estimation - methodological challenges. Norsk Biometriforum 2012; Oslo, 11/8/2012.
. 2010
Experiments on Landsat scene 227-062 in Brazil. GEO Forest carbon tracking task, science and data summit, Woods Hole, Fallmouth, MA, USA, 11-12 May, 5/11/2010. Fulltekst
. The role of statistical methods. International workshop on methods for age estimation in teenagers and young adults, Oslo, 11/15/2010.
. 2009
A system for adaptive image registration based on supervised learning. ESA-EUSC-JRC 2009, Sixth Conferenece on Image Information Mining, Madrid, 3-5 Nov. 2009, 11/4/2009. Fulltekst
. 2008
Adaptive Co-Registration of Remote Sensing Images. ESA-EUSC 2008: Image Information Mining: pursuing automation of geospatial intelligence for environm, 3/6/2008. Fulltekst
. Vehicle Detection in High-Resolution Satellite Images. ESA-EUSC 2008: Image Information Mining: pursuing automation of geospatial intelligence for environm, 3/6/2008. Fulltekst
. 2006
Adaptive Image Registration. Foredrag, NOBIMs kveldsseminar, NR, 1/25/2006.
. 2005
Satellite based snow monitoring for hydropower production and trade in Norway - – results versus operational needs. 31st International Symposium on Remote Sensing of Environment (31 ISRSE). Proceedings. St. Petersbur, 6/1/2005. Fulltekst
. 2003
Ansiktsgjenkjenning. Kveldsseminar i bildeanalyse, 3/19/2003.
. 2002
Mønstergjenkjenning i bildesekvenser. Kveldsseminar i bildeanalyse, 5/6/2002.
. 2001
2001: Hvor godt kan HAL se? Høgskolen i Telemark, Bø, 10/12/2001.
. 2000
Pattern recognition in text documents. NOBIM-konferansen, 6/6/2000.
. 1998
Hvordan kan multimedia brukes som informasjonsstøtte i kritiske situasjoner. Seminar om IT-samarbeid mellom 11X-sentralene i Oslo. Ullevål sykehus, 2/2/1998.
. Biometri - hva er det og hvordan virker det? Internseminar Braathens, 9/9/1998.
. 1996
Datafangst med fjernmåling for ajourføring av geografisk informasjon. Geografisk IT'96, Leangkollen, 1/17/1996.
. 1993
Methods for updating of model parameters applied within the area of symbol recognition. The 8th SCIA Conference; Tromsø, Norway, 1/1/1993.
. OCR - Hvor langt har teknologien kommet? Industriseminar i Bildebehandling, Klækken, 11/4/1993.
. Symbolgjenkjenning og interaktiv vektorisering i rasterbilder. Bildebehandlings-seminar, Institutt for Informatikk, Universitetet i Oslo, 4/19/1993.
. 1992
Gjenkjenning av flytmønstre fra Doppler ultralyd bilder. Matematisk Institutt, Universitetet i Oslo, 1/20/1992.
. Lecture
2022
Slik bruker vi norske mammogrammer for å utvikle et maskinlæringssystem. Mammografiprogrammets jubileumskonferanse; Lily Country Club, Kløfta, 6/13/2022 - 6/14/2022.
. 2021
Deep Learning for Norwegian Breast Cancer Screening. CRAI seminar; Oslo, 11/18/2021.
. 2020
Applying AI and ML to images. Introduction to AI for businesses; Zoom, 6/24/2020.
. Teknologien bak ansiktsgjenkjenning. Tekna, Frokostseminar om ansiktsgjenkjenning; Zoom, 10/27/2020.
. 2019
The COGMAR project: Ubiquitous cognitive computer vision for marine services. Community of Practice Data Science & AI i Capgemini Norge; Oslo, 4/28/2019.
. Maskinlæring i mammografiprogrammet. Fagkonferansen i mammografiprogrammet, 3/28/2019 - 3/29/2019.
. 2018
Intelligent og automatisk bildeanalyse med deep learning. Foredrag, Radiografiutdanningen OsloMet; Oslo, 10/3/2018.
. Bruk av Deep learning and Big Data i Mammografiprogrammet. Mammografiprogrammet - 2. Drammensmøte; Drammen, 8/30/2018 - 8/31/2018.
. Poster
2022
A two-stage mammography classification model using XAI for ROI detection. Visual Intelligence days 2022; Olavsgaard, 9/28/2022 - 9/29/2022.
. Improving marine acoustic target classification with context information. ICES Annual Science Conference 2022; Dublin, 9/19/2022 - 9/22/2022.
. A mammography classification model trained from image labels only. NLDL 2022; Online, 1/10/2022.
. Explainability and uncertainty for classification of mammograms. NLDL 2022; Digital, 1/10/2022 - 3/12/2022.
. Context-Aware Landmark Detection for 2D Cardiac Ultrasound using a Graph Convolution Network. Northern Lights Deep Learning conference, 1/10/2022 - 1/12/2022.
. 2021
Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data. SFI Visual Intelligence days 2021; Scandic hotel st.Olav, Oslo, Norway, 10/18/2021 - 10/20/2021.
. Improving marine acoustic target classification with context information. Visual Intelligence Days 2021; Oslo, 10/19/2021 - 10/20/2021.
. 2020
Understanding a Neural Network by Visualization: Application to Fish Age Prediction. Northern Lights Deep Learning Workshop 2020; Tromsø, 1/20/2020 - 1/21/2020.
. 2006
Snow and Vegetation Monitoring in the Scandinavian Mountains. 9th International Symposium on High Mountain Remote Sensing Cartography, Graz, Austria, 14-15 Sept 2, 9/15/2006.
. Report
2022
Procedures for mammographic screening with machine learning. Norsk Regnesentral. NR-notat SAMBA/17/22. pp 16. 2022.
. Machine learning for screening mammography. Norsk Regnesentral. NR-notat SAMBA/18/22. pp 33. 2022.
. 2021
Machine learning for image-based interpretation of non-verbal communication. Norsk Regnesentral. NR-notat SAMBA/04/21. pp 37. 2021.
. Machine learning for screening mammography. Norsk Regnesentral. NR-notat SAMBA/05/21. pp 52. 2021.
. Machine learning for image-based interpretation of non-verbal communication - Initial version. Norsk Regnesentral. NR-notat SAMBA/04/21. pp 37. 2021.
. 2020
Feasibility study: Non-verbal communication interpreter - Image-based methodological approaches. norsk regnesentral. NR-notat SAMBA/03/20. pp 49. 2020.
. Deep learning in seismic interpretations - Development and experiments 2020. Norsk Regnesentral. NR-notat SAMBA/51/20. pp 26. 2020.
. Machine learning for screening mammography - Initial analyses on a first limited dataset. Norsk Regnesentral. NR-notat SAMBA/16/20. pp 45. 2020.
. 2019
Visualization of deep neural networks applied to fish age prediction. Norsk Regnesentral. NR-notat SAMBA/42/19. pp 36. 2019.
. Estimation of rock cuttings size from images. Norsk Regnesentral. NR-notat SAND/02/2019. pp 43. 2019.
. Automatic interpretation of otoliths with deep learning - explaining predictions. Norsk Regnesentral. NR-notat SAMBA/19/19. pp 33. 2019.
. Deep learning in seismic interpretation. Norsk Regnesentral. NR-notat SAMBA/49/19. pp 39. 2019.
. Deep learning for ultrasound images - next steps. Norsk Regnesentral. NR-notat SAMBA/48/19. pp 55. 2019.
. 2018
Deep learning for ultrasound images. Norsk Regnesentral. NR-notat SAMBA/24/18. pp 92. 2018.
. 2016
Bruk av MR-bilder for estimering av skjelettalder. Norsk Regnesentral. NR-notat SAMBA/09/16. pp 36. 2016.
. Fjerning av støy fra historiske dokumenter. Norsk Regnesentral. NR-notat SAMBA/24/16. pp 38. 2016.
. Development of improved methods or basis for medical age assessments of minors and young adults. Norsk Regnesentral. NR-notat SAMBA/14/16. pp 62. 2016. Fulltekst
. 2015
Verifikasjon av strekkoder. Norsk Regnesentral. NR-notat SAMBA/36/15. pp 41. 2015.
. Utvalg av deskriptorer for oppbygging av database. Norsk Regnesentral. NR-notat SAMBA/25/15. pp 27. 2015.
. Bruk av fargedeskriptorer for gjenkjenning av ukeblader. Norsk Regnesentral. NR-notat SAMBA/19/15. pp 30. 2015.
. 2014
Historisk informasjon fra avisarkiv. Norsk Regnesentral. NR-notat SAMBA 51/14. pp 41. 2014.
. Robust klassifikasjon av ukeblader. Norsk Regnesentral. NR-notat SAMBA/17/14. pp 18. 2014.
. 2013
Gjenkjenning av håndskrevne tall fra folketellingsskjemaer fra 1891. Norsk Regnesentral. NR-notat SAMBA/16/13. pp 20. 2013.
. Signal and image processing for ultrasound camera. Norsk Regnesentral. NR-notat SAMBA/43/13. pp 40. 2013.
. Descriptors and matching for real-time recognition of planar and curved objects. Norsk Regnesentral. NR-notat SAMBA/3/13. pp 39. 2013.
. Metoder og programmer for gjenkjenning av ukeblader. Norsk Regnesentral. NR-notat SAMBA/19/13. pp 18. 2013.
. 2012
Age estimation in youths and young adults. A summary of the needs for methodological research and development. Norsk Regnesentral. NR-notat SAMBA/52/12. pp 26. 2012. Fulltekst
.
. Detectors and descriptors for real-time recognition of planar objects. Norsk Regnesentral. NR-notat SAMBA/03/12. pp 23. 2012.
. Detecting beads in time series of DNA-sequencing images. Norsk Regnesentral. NR-notat SAMBA/57/12. pp 35. 2012.
. 2011
Plan for operasjonalisering av SatTrafikk-systemet i 2012-2013. Norsk Regnesentral. NR-notat SAMBA/55/11. pp 30. 2011.
. Bildeanalyse av røntgenbilder til hjelp for aldersvurdering. Norsk Regnesentral. NR-notat SAMBA/43/11. pp 28. 2011. Fulltekst
. Automatisk analyse av folketellingsskjemaer. Norsk Regnesentral. NR-notat SAMBA/17/11. pp 12. 2011.
. Efficient search for biomedical information. Norsk Regnesentral. NR-notat SAMBA/54/11. pp 45. 2011.
. 2010
SatTrafikk 2010 - Operasjonelt scenario. Norsk Regnesentral. NR-notat SAMBA/58/10. pp 18. 2010.
.
. Methods for analysis of handwritten historical documents. Norsk Regnesentral. NR-notat SAMBA/19/10. pp 21. 2010.
. Automatiske metoder som hjelp til transkribering av historiske kilder. Norsk Regnesentral. NR-notat SAMBA/44/10. pp 25. 2010.
. SnowLab Software Documentation. SAMBA/63/10. pp 41. 2010.
. 2009
MIR - Multiple Image Registration, Technical Documentation. Norsk Regnesentral. NR-notat SAMBA/12/09. pp 160. 2009.
. MIR - Multiple Image Registration, Software Documentation. Norsk Regnesentral. NR-notat SAMBA/11/09. pp 138. 2009.
. Ukebladsortering - vurdering av metoder. Norsk Regnesentral. NR-notat SAMBA/22/09. pp 44. 2009.
. Strekkodelesere for mobiltelefon. Norsk Regnesentral. NR-notat SAMBA/14/09. pp 61. 2009.
. SnowLab - A system for automated snow product generation - Software documentation. Norsk Regnesentral. NR-notat SAMBA/56/09. pp 46. 2009. Fulltekst
. 2008
Building detection - Methods and software. Norsk Regnesentral. NR-notat SAMBA/20/07. pp 24. 2008.
. 2007
Road Traffic Snapshot. Norsk Regnesentral. Report at the Norwegian Computing Center 1015. (ISBN 978-82-539-0525-9) pp 71. 2007. Fulltekst
. Building detection - Internal note on experiments and software. Norsk Regnesentral. NR-notat SAMBA/19/07. pp 42. 2007.
. Integrated Project geoland - Final Period Activity Report 2004-2006 (Editor A.Kaptein, Infoterra GmbH). COO-0350-RP-0055-D2.00. pp 102. 2007.
. 2006
SnowLab - A system for automated snow product generation - Software documentation. Norsk Regnesentral. NR-notat SAMBA/20/06. pp 41. 2006. Fulltekst
. 2005
MIR - Multiple Image Registration - Software Documentation. Norsk Regnesentral. NR-notat SAMBA/39/05. pp 91. 2005.
. MIR - Multiple Image Registration - Method Descriptions. Norsk Regnesentral. NR-notat SAMBA/38/05. pp 76. 2005.
. 2003
Vurdering av MODIS og AVHRR for beregning av snødekning. Norsk Regnesentral. NR-notat SAMBA/02/03. pp 31. 2003.
. 2002
. Vurdering av OCR-system for lesing av bilskilt. Norsk Regnesentral. NR-notat SAMBA/15/02. pp 13. 2002.
. Teksturmål for defektdeteksjon. Norsk Regnesentral. NR-notat SAMBA/27/02. pp 24. 2002.
. Segmentation of crate contours. Norsk Regnesentral. pp 20. 2002.
. 2001
Forskning på NR 2001: Rapport fra FANR/NTL forskningskomiteen. Norsk Regnesentral. 2001.
. 2000
.
. Speech-driven facial animation. Norsk Regnesentral. NR-notat SAMBA/08/00. pp 25. 2000.
. Example-based search for tourism information. Norsk Regnesentral. NR-notat SAMBA/31/00. pp 40. 2000.
. 1999
Text categorisation - A survey. Norsk Regnesentral. Report at the Norwegian Computing Center 941. (ISBN 82-539-0425-8) pp 37. 1999.
. Seismic Attribute Analysis, Part IV. Norsk Regnesentral. NR-notat SAMBA/17/99. pp 76. 1999.
. News Filtering. Norsk Regnesentral. NR-notat SAMBA/14/99. pp 33. 1999.
. Fish biomass estimation using video-based measurement techniques: A feasibility study. Norsk Regnesentral. NR-notat SAMBA/08/99. pp 32. 1999.
. Automatic wrapper generation: A preliminary study. Norsk Regnesentral. NR-notat SAMBA/06/99. pp 18. 1999.
. Information Extraction from World Wide Web - A Survey. 945. (ISBN 82-539-0429-0) pp 39. 1999.
. 1998
API'er og sertifiseringsordninger for biometriske produkter. Norsk Regnesentral. NR-notat SAMBA/15/98. pp 27. 1998.
. Video and motion analysis - An overview -. Norsk Regnesentral. NR-notat SAMBA/14/98. pp 42. 1998.
. Videobasert bildeteksjon. Norsk Regnesentral. NR-notat SAMBA/10/98. pp 24. 1998.
. Studie av fingeravtrykk. Norsk Regnesentral. NR-notat SAMBA/09/98. pp 6. 1998.
. An intelligent agent for filtering of online newspaper articles. Norsk Regnesentral. NR-notat SAMBA/19/98. pp 30. 1998.
. 1997
Transmission of digital real-time video over ATM networks, Applied at alarm trigged video surveillance. Norsk Regnesentral. Report at the Norwegian Computing Center 914. (ISBN 82-539-0432-0) pp 25. 1997.
. A survey on: Content-based access to image and video databases. Norsk Regnesentral. Report at the Norwegian Computing Center 915. (ISBN 82-539-0433-9) pp 37. 1997.
. Terrain generator. Norsk Regnesentral. NR-notat BILD/01/97. 1997.
. Uttesting av metode for strekkodedeteksjon. Norsk Regnesentral. NR-notat BILD/05/97. pp 22. 1997.
. An intelligent news agent. Norsk Regnesentral. NR-notat BILD/08/97. pp 32. 1997.
. 1996
Reading bar codes from low resolution images. Norsk Regnesentral. NR-notat BILD/05/96. 1996.
. 1995
Automatic can separation. Norsk Regnesentral. NR-notat BILD/05/95. 1995.
. Bar code localization. Norsk Regnesentral. NR-notat BILD/06/95. pp 16. 1995.
. 1994
Theory and methods for filtering of lines. Norsk Regnesentral. NR-notat BILD/06/94. pp 37. 1994.
. Theory and methods for digitizing of areas. Norsk Regnesentral. NR-notat BILD/11/94. pp 35. 1994.
. Theory and methods for classification of single raster symbols. Norsk Regnesentral. NR-notat BILD/05/94. pp 57. 1994.
. Classification of bottles in crates. Norsk Regnesentral. NR-notat BILD/14/94. pp 24. 1994.
. 1993
Theory and methods for Interactive Digitizing of lines. Norsk Regnesentral. NR-notat BILD/06/93. pp 58. 1993.
. Theory and methods for grouping and syntax analysis. Norsk Regnesentral. NR-notat BILD/07/93. pp 29. 1993.
. Recognition of objects in coregistered images - preparations for practical use. Norsk Regnesentral. NR-notat BILD/09/93. pp 47. 1993.
. Recognition of degraded symbols using hidden Markov models. Norsk Regnesentral. Report at the Norwegian Computing Center 874. (ISBN 9788253903699) pp 35. 1993.
. Tolkning og analyse av geografisk informasjon. 868. (ISBN 82-539-0363-4) pp 21. 1993.
. OCR - Optical Character Recognition. 876. pp 35. 1993.
. 1992
Recogition of flow pattern in Doppler ultrasound images. Norsk Regnesentral. NR-notat BILD/02/92. 1992.
. Filtrering av simulerte data fra geologiske lag. Norsk Regnesentral. NR-notat BILD/06/92. 1992.
. Methods for updating of model parameters applied within the area of symbol recognition. Norsk Regnesentral. Report at the Norwegian Computing Center 859. (ISBN 82-539-0352-9) pp 30. 1992.
. 1991
Segmentering i raster ved bruk av elliptiske Fourier deskriptorer. Norsk Regnesentral. NR-notat BILD/02/91. 1991.
. 1990
Automatisk avlesing av målebrev. Norsk Regnesentral. NR-notat BILD/01/90. 1990.
. 1989
Automatisk avlesing av bilskilt : et forprosjekt utført for NTNF. 832. (ISBN 82-539-0323-5) pp 29. 1989.
. Popular scientific lecture
2018
Intelligent og automatisk bildeanalyse med deep learning. Software 2018; Oslo, 2/14/2018 - 2/15/2018.
. 2001
2001: Hvor godt kan HAL se ? Biørnegildet 2001, Realistenes studenteruke, UiO, 2/20/2001.
. Gjenkjenning av ansikter. Studiemøtet Elektronikk og Data. Lillehammer, 6/14/2001.
. Feature article
2016
En revolusjon innen maskinlæring. Teknisk Ukeblad. 2016.
. Article in business/trade/industry journal
2021
Smart Fisheries in Norway: Partnership between Science, Technology, and the Fishing Sector. Journal of Ocean Technology (ISSN 1718-3200). 16(2) pp 11-18. 2021. Fulltekst
. Machine Learning + Marine Science: Critical Role of Partnerships in Norway. Journal of Ocean Technology (ISSN 1718-3200). 16(3) pp 1-9. 2021. Arkiv
. Popular scientific article
1998
Kroppen gir deg adgang. Teknisk Ukeblad (ISSN 0040-2354). 145(47) pp 22-23. 1/1/1998.
. 1997
Reading bar codes from low resolution images. Ukjent. 5/1/1997.
. 1996
Text recognition from grey level images using hidden Markov models. Ukjent. 6/10/1996.
. 1995
Videoanalyse. Teknisk Ukeblad (ISSN 0040-2354). (31). 8/24/1995.
. Dagens Sherlock Holmes. Teknisk Ukeblad (ISSN 0040-2354). (31). 8/24/1995.
. 1994
Nye veier i kartdatafangst. Kart og Plan (ISSN 0047-3278). 54(1). 1/1/1994.
. 1990
Recognition of handwritten symbols. Ukjent 23(11) pp 1155-1166. 1/1/1990.
. Reader opinion piece
2003
Med deg selv som adgangskort. Ukjent, 2/1/2003,
. 2002
Digital trynefaktor. ComputerWorld Norge, 9/6/2002,
. Finn din kjendis. Ukjent, 9/18/2002,
. Trynefaktoren. Ukjent, 9/7/2002,
. Likner du på en kjendis? Ukjent, 9/20/2002,
. Interview
2022
Kunstig intelligens avlaster travle spesialister. 2022. effektivvelferd.no [Avis] 9/30/2022. Fulltekst
. 2021
Norge er verdensledende på bildeanalyse med kunstig intelligens. 2021. 6/21/2021.
. 2020
Norske forskere utvikler en ny metode for å finne brystkreft. 2020. forskning.no [Internet] 9/7/2020.
. Google har utviklet kunstig intelligens som gjenkjenner brystkreft bedre enn radiologer - Kreftregisteret og Norsk Regnesentral lager norsk variant. 2020. Teknisk Ukeblad [Fagblad] 1/6/2020.
. Programme participation
2003
Forskningsdagene 2003: Hvilken kjendis ligner du på? 2003. 9/19/2003.
. 2002
Forskningsdagene - Hvilken kjendis ligner du på? 2002. 9/16/2002.
. 2001
Biometri (i Verdt å vite). 2001. 10/17/2001.
.

Name: | Line Eikvil |
Title: | Forskningssjef BAMJO / Research Director BAMJO |
Phone: | (+47) +47 22 85 26 88 Mob: +47 416 52 218 |
Email: | eikvil [at] nr [dot] no |
Scientific areas: | Machine learning, Deep learning, Pattern recognition, Image analysis, AI |
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Show publications |
Academic article
2022
A mammography classification model trained from image labels only. Proceedings of the Northern Lights Deep Learning Workshop. doi: 10.7557/18.6244. 2022.
. Automatic Fish Age Determination across Different Otolith Image Labs Using Domain Adaptation. Fishes (ISSN 2410-3888). 7(2) pp 1-16. doi: 10.3390/fishes7020071. 2022. Arkiv
. 2021
Semi-supervised target classification in multi-frequency echosounder data. ICES Journal of Marine Science (ISSN 1054-3139). 78(7) pp 2615-2627. doi: 10.1093/icesjms/fsab140. 2021. Arkiv Fulltekst
. 2020
Explaining decisions of deep neural networks used for fish age prediction. PLOS ONE (ISSN 1932-6203). 15(6) doi: 10.1371/journal.pone.0235013. 2020. Arkiv
. User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. IEEE journal of biomedical and health informatics (ISSN 2168-2194). doi: 10.1109/JBHI.2020.3029392. 2020. Arkiv
. Acoustic classification in multifrequency echosounder data using deep convolutional neural networks. ICES Journal of Marine Science (ISSN 1054-3139). 77(4) pp 1391-1400. doi: 10.1093/icesjms/fsz235. 2020. Arkiv
. Machine intelligence and the data-driven future of marine science. ICES Journal of Marine Science (ISSN 1054-3139). doi: 10.1093/icesjms/fsz057. 2020. Arkiv
. 2019
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach. Lecture Notes in Computer Science (LNCS) (ISSN 0302-9743). 11798 LNCS pp 29-37. doi: 10.1007/978-3-030-32875-7_4. 2019. Fulltekst
. 2015
Multi-focus cluster labeling. Journal of Biomedical Informatics (ISSN 1532-0464). 55 pp 116-123. doi: 10.1016/j.jbi.2015.03.012. 2015.
. 2014
Evaluation of Binary Descriptors for Fast and Fully Automatic Identification. International Conference on Pattern Recognition (ISSN 1051-4651). pp 154-159. doi: 10.1109/ICPR.2014.36. 2014.
. 2013
Automatic system for operational traffic monitoring using very-high-resolution satellite imagery. International Journal of Remote Sensing (ISSN 0143-1161). 34(13) pp 4850-4870. doi: 10.1080/01431161.2013.782708. 2013.
. 2009
Classification-based vehicle detection in high-resolution satellite images. ISPRS Journal of Photogrammetry and Remote Sensing (P&RS) (ISSN 0924-2716). 64(1) pp 65-72. doi: 10.1016/j.isprsjprs.2008.09.005. 2009. Fulltekst
. 2007
Proceedings of the 9th International Symposium on High Mountain Remote Sensing Cartography. Ukjent 43 pp 109-112. 2007.
. 2006
. 2005
Multi-sensor/multi-temporal approaches for snow cover area monitoring. Ukjent 2005.
. Adaptive Image Registration. Ukjent 2005.
. 2004
. 2001
Traffic Surveillance in Real-time usingb Hidden Markov Models. Ukjent 2001.
. 1999
Applications of hidden Markov chains in image analysis. Pattern Recognition (ISSN 0031-3203). 32(4) pp 703-713. 1999.
. 1998
Decoding bar codes from human-readable characters. Pattern Recognition Letters (ISSN 0167-8655). 18(14) pp 1519-1527. 1998.
. 1996
Automatic can separation. Ukjent III pp 954. 1996.
. Text page recognition using grey level features and hidden Markov models. Pattern Recognition (ISSN 0031-3203). 29(6) pp 977-985. 1996.
. 1995
Text recognition from grey level images using hidden Markov models. Ukjent 1995.
. Automatic classification of bottles in crates. Ukjent 1995.
. Automatic recognition of character strings in maps. Ukjent 1995.
. Tools for interactive map conversion and vectorization. Ukjent 2 pp 927-930. 1995.
. 1993
Methods for updating of model parameters applied within the area of symbol recognition. Ukjent 1993.
. 1991
A fast adaptive method for binarization of document images. Ukjent 1991.
. An adaptive method for binarization of grey level images. Ukjent 1991.
. Simultaneous recognition of class and rotation angle of raster symbols. Ukjent 1 pp 461-468. 1991.
. 1989
Statistical classification using mixures of multinormal densities. Ukjent 1989.
. Academic literature review
2009
Adaptive registration of remote sensing images using supervised learning. Photogrammetric Engineering and Remote Sensing (ISSN 0099-1112). 75(11) pp 1297-1306. 2009. Fulltekst
. Academic chapter/article/Conference paper
2011
Automated extraction of traffic information from satellite imagery. In: The seventh conference on image information mining. Geospatial intelligence from earth observation. (ISBN 978-92-79-19708-6). pp 5-8. 2011. Fulltekst
. 2005
Alignment of growth seasons from satellite data. In: Proceedings of the 2005 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Biloxi, Mississippi, USA, 16-18 May 2005. (ISBN 0-7803-9118-7). pp 213-216. doi: 10.1109/AMTRSI.2005.1469875. 2005. Fulltekst
. Use of hidden Markov models and phenology for multitemporal satellite image classification: applications to mountain vegetation classification. In: Proceedings of the 2005 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Biloxi, Mississippi, USA, 16-18 May 2005. (ISBN 0-7803-9118-7). pp 220-224. doi: 10.1109/AMTRSI.2005.1469877. 2005. Fulltekst
. 2004
Multi-sensor and time-series approaches for monitoring of snow parameters. In: Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International. (ISBN 0-7803-8742-2). pp 1661-1666. doi: 10.1109/IGARSS.2004.1370649. 2004. Fulltekst
. Academic lecture
2022
Analyzing breast positioning in mammograms with graph convolutional networks. Visual Intelligence days 2022; Olavsgaard, 9/28/2022.
. Context-Aware Landmark Detection for 2D Cardiac Ultrasound using Graph Convnet. GEVU Research Day; Teams, 5/23/2022.
. 2021
Deep domain adaptation applied to automatic fish age prediction. Visual Intelligence workshop on learning from limited data; Teams seminar, 2/12/2021 - 2/12/2021 1:00:00 AM.
. Using model averaging ensembles in semantic segmentation of marine echosounder data for acoustic classification of species. NOBIM 2021; Gardermoen, 9/13/2021 - 9/14/2021.
. Learning motion of seismic structures without human labelling. Visual Intelligence Days 2021; Oslo, 10/19/2021 - 10/20/2021.
. 2019
The COGMAR project. Norway-US Workshop on Machine Learning to Improve Science for the Sustainability of Living Ocean Resources; Bergen, 4/23/2019 - 4/25/2019.
. 2016
Deep learning: machine learning meets big data. Invited lecuture at Department of Statistics at University of Oslo, 3/2/2016.
. Deep learning. Engineering Day, 6/3/2016.
. Deep learning: a powerful tool to solve your computer vision problems. Invited lecure at the Department of Informatics, University of Oslo, 9/16/2016.
. 2014
Evaluation of binary descriptors for fast and fully automatic identification. International Conference on Pattern Recognition; Stockholm, 8/24/2014 - 8/28/2014.
. 2013
Age estimation - Methodological challenges and agreement assessment. Det 17. norske statistikermøtet; Halden, 6/11/2013 - 6/13/2013.
. 2012
18 or not? Age estimation - methodological challenges. Norsk Biometriforum 2012; Oslo, 11/8/2012.
. 2010
Experiments on Landsat scene 227-062 in Brazil. GEO Forest carbon tracking task, science and data summit, Woods Hole, Fallmouth, MA, USA, 11-12 May, 5/11/2010. Fulltekst
. The role of statistical methods. International workshop on methods for age estimation in teenagers and young adults, Oslo, 11/15/2010.
. 2009
A system for adaptive image registration based on supervised learning. ESA-EUSC-JRC 2009, Sixth Conferenece on Image Information Mining, Madrid, 3-5 Nov. 2009, 11/4/2009. Fulltekst
. 2008
Adaptive Co-Registration of Remote Sensing Images. ESA-EUSC 2008: Image Information Mining: pursuing automation of geospatial intelligence for environm, 3/6/2008. Fulltekst
. Vehicle Detection in High-Resolution Satellite Images. ESA-EUSC 2008: Image Information Mining: pursuing automation of geospatial intelligence for environm, 3/6/2008. Fulltekst
. 2006
Adaptive Image Registration. Foredrag, NOBIMs kveldsseminar, NR, 1/25/2006.
. 2005
Satellite based snow monitoring for hydropower production and trade in Norway - – results versus operational needs. 31st International Symposium on Remote Sensing of Environment (31 ISRSE). Proceedings. St. Petersbur, 6/1/2005. Fulltekst
. 2003
Ansiktsgjenkjenning. Kveldsseminar i bildeanalyse, 3/19/2003.
. 2002
Mønstergjenkjenning i bildesekvenser. Kveldsseminar i bildeanalyse, 5/6/2002.
. 2001
2001: Hvor godt kan HAL se? Høgskolen i Telemark, Bø, 10/12/2001.
. 2000
Pattern recognition in text documents. NOBIM-konferansen, 6/6/2000.
. 1998
Hvordan kan multimedia brukes som informasjonsstøtte i kritiske situasjoner. Seminar om IT-samarbeid mellom 11X-sentralene i Oslo. Ullevål sykehus, 2/2/1998.
. Biometri - hva er det og hvordan virker det? Internseminar Braathens, 9/9/1998.
. 1996
Datafangst med fjernmåling for ajourføring av geografisk informasjon. Geografisk IT'96, Leangkollen, 1/17/1996.
. 1993
Methods for updating of model parameters applied within the area of symbol recognition. The 8th SCIA Conference; Tromsø, Norway, 1/1/1993.
. OCR - Hvor langt har teknologien kommet? Industriseminar i Bildebehandling, Klækken, 11/4/1993.
. Symbolgjenkjenning og interaktiv vektorisering i rasterbilder. Bildebehandlings-seminar, Institutt for Informatikk, Universitetet i Oslo, 4/19/1993.
. 1992
Gjenkjenning av flytmønstre fra Doppler ultralyd bilder. Matematisk Institutt, Universitetet i Oslo, 1/20/1992.
. Lecture
2022
Slik bruker vi norske mammogrammer for å utvikle et maskinlæringssystem. Mammografiprogrammets jubileumskonferanse; Lily Country Club, Kløfta, 6/13/2022 - 6/14/2022.
. 2021
Deep Learning for Norwegian Breast Cancer Screening. CRAI seminar; Oslo, 11/18/2021.
. 2020
Applying AI and ML to images. Introduction to AI for businesses; Zoom, 6/24/2020.
. Teknologien bak ansiktsgjenkjenning. Tekna, Frokostseminar om ansiktsgjenkjenning; Zoom, 10/27/2020.
. 2019
The COGMAR project: Ubiquitous cognitive computer vision for marine services. Community of Practice Data Science & AI i Capgemini Norge; Oslo, 4/28/2019.
. Maskinlæring i mammografiprogrammet. Fagkonferansen i mammografiprogrammet, 3/28/2019 - 3/29/2019.
. 2018
Intelligent og automatisk bildeanalyse med deep learning. Foredrag, Radiografiutdanningen OsloMet; Oslo, 10/3/2018.
. Bruk av Deep learning and Big Data i Mammografiprogrammet. Mammografiprogrammet - 2. Drammensmøte; Drammen, 8/30/2018 - 8/31/2018.
. Poster
2022
A two-stage mammography classification model using XAI for ROI detection. Visual Intelligence days 2022; Olavsgaard, 9/28/2022 - 9/29/2022.
. Improving marine acoustic target classification with context information. ICES Annual Science Conference 2022; Dublin, 9/19/2022 - 9/22/2022.
. A mammography classification model trained from image labels only. NLDL 2022; Online, 1/10/2022.
. Explainability and uncertainty for classification of mammograms. NLDL 2022; Digital, 1/10/2022 - 3/12/2022.
. Context-Aware Landmark Detection for 2D Cardiac Ultrasound using a Graph Convolution Network. Northern Lights Deep Learning conference, 1/10/2022 - 1/12/2022.
. 2021
Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data. SFI Visual Intelligence days 2021; Scandic hotel st.Olav, Oslo, Norway, 10/18/2021 - 10/20/2021.
. Improving marine acoustic target classification with context information. Visual Intelligence Days 2021; Oslo, 10/19/2021 - 10/20/2021.
. 2020
Understanding a Neural Network by Visualization: Application to Fish Age Prediction. Northern Lights Deep Learning Workshop 2020; Tromsø, 1/20/2020 - 1/21/2020.
. 2006
Snow and Vegetation Monitoring in the Scandinavian Mountains. 9th International Symposium on High Mountain Remote Sensing Cartography, Graz, Austria, 14-15 Sept 2, 9/15/2006.
. Report
2022
Procedures for mammographic screening with machine learning. Norsk Regnesentral. NR-notat SAMBA/17/22. pp 16. 2022.
. Machine learning for screening mammography. Norsk Regnesentral. NR-notat SAMBA/18/22. pp 33. 2022.
. 2021
Machine learning for image-based interpretation of non-verbal communication. Norsk Regnesentral. NR-notat SAMBA/04/21. pp 37. 2021.
. Machine learning for screening mammography. Norsk Regnesentral. NR-notat SAMBA/05/21. pp 52. 2021.
. Machine learning for image-based interpretation of non-verbal communication - Initial version. Norsk Regnesentral. NR-notat SAMBA/04/21. pp 37. 2021.
. 2020
Feasibility study: Non-verbal communication interpreter - Image-based methodological approaches. norsk regnesentral. NR-notat SAMBA/03/20. pp 49. 2020.
. Deep learning in seismic interpretations - Development and experiments 2020. Norsk Regnesentral. NR-notat SAMBA/51/20. pp 26. 2020.
. Machine learning for screening mammography - Initial analyses on a first limited dataset. Norsk Regnesentral. NR-notat SAMBA/16/20. pp 45. 2020.
. 2019
Visualization of deep neural networks applied to fish age prediction. Norsk Regnesentral. NR-notat SAMBA/42/19. pp 36. 2019.
. Estimation of rock cuttings size from images. Norsk Regnesentral. NR-notat SAND/02/2019. pp 43. 2019.
. Automatic interpretation of otoliths with deep learning - explaining predictions. Norsk Regnesentral. NR-notat SAMBA/19/19. pp 33. 2019.
. Deep learning in seismic interpretation. Norsk Regnesentral. NR-notat SAMBA/49/19. pp 39. 2019.
. Deep learning for ultrasound images - next steps. Norsk Regnesentral. NR-notat SAMBA/48/19. pp 55. 2019.
. 2018
Deep learning for ultrasound images. Norsk Regnesentral. NR-notat SAMBA/24/18. pp 92. 2018.
. 2016
Bruk av MR-bilder for estimering av skjelettalder. Norsk Regnesentral. NR-notat SAMBA/09/16. pp 36. 2016.
. Fjerning av støy fra historiske dokumenter. Norsk Regnesentral. NR-notat SAMBA/24/16. pp 38. 2016.
. Development of improved methods or basis for medical age assessments of minors and young adults. Norsk Regnesentral. NR-notat SAMBA/14/16. pp 62. 2016. Fulltekst
. 2015
Verifikasjon av strekkoder. Norsk Regnesentral. NR-notat SAMBA/36/15. pp 41. 2015.
. Utvalg av deskriptorer for oppbygging av database. Norsk Regnesentral. NR-notat SAMBA/25/15. pp 27. 2015.
. Bruk av fargedeskriptorer for gjenkjenning av ukeblader. Norsk Regnesentral. NR-notat SAMBA/19/15. pp 30. 2015.
. 2014
Historisk informasjon fra avisarkiv. Norsk Regnesentral. NR-notat SAMBA 51/14. pp 41. 2014.
. Robust klassifikasjon av ukeblader. Norsk Regnesentral. NR-notat SAMBA/17/14. pp 18. 2014.
. 2013
Gjenkjenning av håndskrevne tall fra folketellingsskjemaer fra 1891. Norsk Regnesentral. NR-notat SAMBA/16/13. pp 20. 2013.
. Signal and image processing for ultrasound camera. Norsk Regnesentral. NR-notat SAMBA/43/13. pp 40. 2013.
. Descriptors and matching for real-time recognition of planar and curved objects. Norsk Regnesentral. NR-notat SAMBA/3/13. pp 39. 2013.
. Metoder og programmer for gjenkjenning av ukeblader. Norsk Regnesentral. NR-notat SAMBA/19/13. pp 18. 2013.
. 2012
Age estimation in youths and young adults. A summary of the needs for methodological research and development. Norsk Regnesentral. NR-notat SAMBA/52/12. pp 26. 2012. Fulltekst
.
. Detectors and descriptors for real-time recognition of planar objects. Norsk Regnesentral. NR-notat SAMBA/03/12. pp 23. 2012.
. Detecting beads in time series of DNA-sequencing images. Norsk Regnesentral. NR-notat SAMBA/57/12. pp 35. 2012.
. 2011
Plan for operasjonalisering av SatTrafikk-systemet i 2012-2013. Norsk Regnesentral. NR-notat SAMBA/55/11. pp 30. 2011.
. Bildeanalyse av røntgenbilder til hjelp for aldersvurdering. Norsk Regnesentral. NR-notat SAMBA/43/11. pp 28. 2011. Fulltekst
. Automatisk analyse av folketellingsskjemaer. Norsk Regnesentral. NR-notat SAMBA/17/11. pp 12. 2011.
. Efficient search for biomedical information. Norsk Regnesentral. NR-notat SAMBA/54/11. pp 45. 2011.
. 2010
SatTrafikk 2010 - Operasjonelt scenario. Norsk Regnesentral. NR-notat SAMBA/58/10. pp 18. 2010.
.
. Methods for analysis of handwritten historical documents. Norsk Regnesentral. NR-notat SAMBA/19/10. pp 21. 2010.
. Automatiske metoder som hjelp til transkribering av historiske kilder. Norsk Regnesentral. NR-notat SAMBA/44/10. pp 25. 2010.
. SnowLab Software Documentation. SAMBA/63/10. pp 41. 2010.
. 2009
MIR - Multiple Image Registration, Technical Documentation. Norsk Regnesentral. NR-notat SAMBA/12/09. pp 160. 2009.
. MIR - Multiple Image Registration, Software Documentation. Norsk Regnesentral. NR-notat SAMBA/11/09. pp 138. 2009.
. Ukebladsortering - vurdering av metoder. Norsk Regnesentral. NR-notat SAMBA/22/09. pp 44. 2009.
. Strekkodelesere for mobiltelefon. Norsk Regnesentral. NR-notat SAMBA/14/09. pp 61. 2009.
. SnowLab - A system for automated snow product generation - Software documentation. Norsk Regnesentral. NR-notat SAMBA/56/09. pp 46. 2009. Fulltekst
. 2008
Building detection - Methods and software. Norsk Regnesentral. NR-notat SAMBA/20/07. pp 24. 2008.
. 2007
Road Traffic Snapshot. Norsk Regnesentral. Report at the Norwegian Computing Center 1015. (ISBN 978-82-539-0525-9) pp 71. 2007. Fulltekst
. Building detection - Internal note on experiments and software. Norsk Regnesentral. NR-notat SAMBA/19/07. pp 42. 2007.
. Integrated Project geoland - Final Period Activity Report 2004-2006 (Editor A.Kaptein, Infoterra GmbH). COO-0350-RP-0055-D2.00. pp 102. 2007.
. 2006
SnowLab - A system for automated snow product generation - Software documentation. Norsk Regnesentral. NR-notat SAMBA/20/06. pp 41. 2006. Fulltekst
. 2005
MIR - Multiple Image Registration - Software Documentation. Norsk Regnesentral. NR-notat SAMBA/39/05. pp 91. 2005.
. MIR - Multiple Image Registration - Method Descriptions. Norsk Regnesentral. NR-notat SAMBA/38/05. pp 76. 2005.
. 2003
Vurdering av MODIS og AVHRR for beregning av snødekning. Norsk Regnesentral. NR-notat SAMBA/02/03. pp 31. 2003.
. 2002
. Vurdering av OCR-system for lesing av bilskilt. Norsk Regnesentral. NR-notat SAMBA/15/02. pp 13. 2002.
. Teksturmål for defektdeteksjon. Norsk Regnesentral. NR-notat SAMBA/27/02. pp 24. 2002.
. Segmentation of crate contours. Norsk Regnesentral. pp 20. 2002.
. 2001
Forskning på NR 2001: Rapport fra FANR/NTL forskningskomiteen. Norsk Regnesentral. 2001.
. 2000
.
. Speech-driven facial animation. Norsk Regnesentral. NR-notat SAMBA/08/00. pp 25. 2000.
. Example-based search for tourism information. Norsk Regnesentral. NR-notat SAMBA/31/00. pp 40. 2000.
. 1999
Text categorisation - A survey. Norsk Regnesentral. Report at the Norwegian Computing Center 941. (ISBN 82-539-0425-8) pp 37. 1999.
. Seismic Attribute Analysis, Part IV. Norsk Regnesentral. NR-notat SAMBA/17/99. pp 76. 1999.
. News Filtering. Norsk Regnesentral. NR-notat SAMBA/14/99. pp 33. 1999.
. Fish biomass estimation using video-based measurement techniques: A feasibility study. Norsk Regnesentral. NR-notat SAMBA/08/99. pp 32. 1999.
. Automatic wrapper generation: A preliminary study. Norsk Regnesentral. NR-notat SAMBA/06/99. pp 18. 1999.
. Information Extraction from World Wide Web - A Survey. 945. (ISBN 82-539-0429-0) pp 39. 1999.
. 1998
API'er og sertifiseringsordninger for biometriske produkter. Norsk Regnesentral. NR-notat SAMBA/15/98. pp 27. 1998.
. Video and motion analysis - An overview -. Norsk Regnesentral. NR-notat SAMBA/14/98. pp 42. 1998.
. Videobasert bildeteksjon. Norsk Regnesentral. NR-notat SAMBA/10/98. pp 24. 1998.
. Studie av fingeravtrykk. Norsk Regnesentral. NR-notat SAMBA/09/98. pp 6. 1998.
. An intelligent agent for filtering of online newspaper articles. Norsk Regnesentral. NR-notat SAMBA/19/98. pp 30. 1998.
. 1997
Transmission of digital real-time video over ATM networks, Applied at alarm trigged video surveillance. Norsk Regnesentral. Report at the Norwegian Computing Center 914. (ISBN 82-539-0432-0) pp 25. 1997.
. A survey on: Content-based access to image and video databases. Norsk Regnesentral. Report at the Norwegian Computing Center 915. (ISBN 82-539-0433-9) pp 37. 1997.
. Terrain generator. Norsk Regnesentral. NR-notat BILD/01/97. 1997.
. Uttesting av metode for strekkodedeteksjon. Norsk Regnesentral. NR-notat BILD/05/97. pp 22. 1997.
. An intelligent news agent. Norsk Regnesentral. NR-notat BILD/08/97. pp 32. 1997.
. 1996
Reading bar codes from low resolution images. Norsk Regnesentral. NR-notat BILD/05/96. 1996.
. 1995
Automatic can separation. Norsk Regnesentral. NR-notat BILD/05/95. 1995.
. Bar code localization. Norsk Regnesentral. NR-notat BILD/06/95. pp 16. 1995.
. 1994
Theory and methods for filtering of lines. Norsk Regnesentral. NR-notat BILD/06/94. pp 37. 1994.
. Theory and methods for digitizing of areas. Norsk Regnesentral. NR-notat BILD/11/94. pp 35. 1994.
. Theory and methods for classification of single raster symbols. Norsk Regnesentral. NR-notat BILD/05/94. pp 57. 1994.
. Classification of bottles in crates. Norsk Regnesentral. NR-notat BILD/14/94. pp 24. 1994.
. 1993
Theory and methods for Interactive Digitizing of lines. Norsk Regnesentral. NR-notat BILD/06/93. pp 58. 1993.
. Theory and methods for grouping and syntax analysis. Norsk Regnesentral. NR-notat BILD/07/93. pp 29. 1993.
. Recognition of objects in coregistered images - preparations for practical use. Norsk Regnesentral. NR-notat BILD/09/93. pp 47. 1993.
. Recognition of degraded symbols using hidden Markov models. Norsk Regnesentral. Report at the Norwegian Computing Center 874. (ISBN 9788253903699) pp 35. 1993.
. Tolkning og analyse av geografisk informasjon. 868. (ISBN 82-539-0363-4) pp 21. 1993.
. OCR - Optical Character Recognition. 876. pp 35. 1993.
. 1992
Recogition of flow pattern in Doppler ultrasound images. Norsk Regnesentral. NR-notat BILD/02/92. 1992.
. Filtrering av simulerte data fra geologiske lag. Norsk Regnesentral. NR-notat BILD/06/92. 1992.
. Methods for updating of model parameters applied within the area of symbol recognition. Norsk Regnesentral. Report at the Norwegian Computing Center 859. (ISBN 82-539-0352-9) pp 30. 1992.
. 1991
Segmentering i raster ved bruk av elliptiske Fourier deskriptorer. Norsk Regnesentral. NR-notat BILD/02/91. 1991.
. 1990
Automatisk avlesing av målebrev. Norsk Regnesentral. NR-notat BILD/01/90. 1990.
. 1989
Automatisk avlesing av bilskilt : et forprosjekt utført for NTNF. 832. (ISBN 82-539-0323-5) pp 29. 1989.
. Popular scientific lecture
2018
Intelligent og automatisk bildeanalyse med deep learning. Software 2018; Oslo, 2/14/2018 - 2/15/2018.
. 2001
2001: Hvor godt kan HAL se ? Biørnegildet 2001, Realistenes studenteruke, UiO, 2/20/2001.
. Gjenkjenning av ansikter. Studiemøtet Elektronikk og Data. Lillehammer, 6/14/2001.
. Feature article
2016
En revolusjon innen maskinlæring. Teknisk Ukeblad. 2016.
. Article in business/trade/industry journal
2021
Smart Fisheries in Norway: Partnership between Science, Technology, and the Fishing Sector. Journal of Ocean Technology (ISSN 1718-3200). 16(2) pp 11-18. 2021. Fulltekst
. Machine Learning + Marine Science: Critical Role of Partnerships in Norway. Journal of Ocean Technology (ISSN 1718-3200). 16(3) pp 1-9. 2021. Arkiv
. Popular scientific article
1998
Kroppen gir deg adgang. Teknisk Ukeblad (ISSN 0040-2354). 145(47) pp 22-23. 1/1/1998.
. 1997
Reading bar codes from low resolution images. Ukjent. 5/1/1997.
. 1996
Text recognition from grey level images using hidden Markov models. Ukjent. 6/10/1996.
. 1995
Videoanalyse. Teknisk Ukeblad (ISSN 0040-2354). (31). 8/24/1995.
. Dagens Sherlock Holmes. Teknisk Ukeblad (ISSN 0040-2354). (31). 8/24/1995.
. 1994
Nye veier i kartdatafangst. Kart og Plan (ISSN 0047-3278). 54(1). 1/1/1994.
. 1990
Recognition of handwritten symbols. Ukjent 23(11) pp 1155-1166. 1/1/1990.
. Reader opinion piece
2003
Med deg selv som adgangskort. Ukjent, 2/1/2003,
. 2002
Digital trynefaktor. ComputerWorld Norge, 9/6/2002,
. Finn din kjendis. Ukjent, 9/18/2002,
. Trynefaktoren. Ukjent, 9/7/2002,
. Likner du på en kjendis? Ukjent, 9/20/2002,
. Interview
2022
Kunstig intelligens avlaster travle spesialister. 2022. effektivvelferd.no [Avis] 9/30/2022. Fulltekst
. 2021
Norge er verdensledende på bildeanalyse med kunstig intelligens. 2021. 6/21/2021.
. 2020
Norske forskere utvikler en ny metode for å finne brystkreft. 2020. forskning.no [Internet] 9/7/2020.
. Google har utviklet kunstig intelligens som gjenkjenner brystkreft bedre enn radiologer - Kreftregisteret og Norsk Regnesentral lager norsk variant. 2020. Teknisk Ukeblad [Fagblad] 1/6/2020.
. Programme participation
2003
Forskningsdagene 2003: Hvilken kjendis ligner du på? 2003. 9/19/2003.
. 2002
Forskningsdagene - Hvilken kjendis ligner du på? 2002. 9/16/2002.
. 2001
Biometri (i Verdt å vite). 2001. 10/17/2001.
.