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Thomas, Sarina; Andreassen, Børge Solli; Tiago, Cristiana Ferreira; Aase, Svein Arne; Steen, Erik Normann & Šprem, Jurica
[Show all 8 contributors for this article]
(2023).
Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach
.
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Solberg, Anne H Schistad
(2023).
Panel discussion - Revolutionizing health care with AI-assisted medical
imaging analysis.
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Solberg, Anne H Schistad
(2023).
Learning from image data .
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Aasan, Marius; Ramírez Rivera, Adín; Kolbjørnsen, Odd & Solberg, Anne H Schistad
(2022).
An Information Metric for Partitions on Images using Lattice Theoretic Entropy.
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Jenssen, Robert; Solberg, Anne H Schistad & Eikvil, Line
(2021).
Norge er verdensledende
på bildeanalyse med
kunstig intelligens.
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Waldeland, Anders Ueland & Solberg, Anne H Schistad
(2017).
Salt Classification Using Deep Learning.
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Waldeland, Anders Ueland & Solberg, Anne H Schistad
(2016).
3D Attributes and Classification of Salt Bodies on Unlabelled Datasets.
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Hverven, Stine Myhre; Austeng, Andreas & Solberg, Anne H Schistad
(2016).
Adaptive Beamforming on Muscle Fiber Features.
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Salberg, Arnt Børre; Rudjord, Øystein & Solberg, Anne H S
(2012).
Oil spill detection in compact polarimetry SAR images.
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Berthelot, Angélique; Solberg, Anne H Schistad; Morisbak, Erlend & Gelius, Leiv-J.
(2012).
3D segmentation of salt using texture attributes.
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Solberg, Anne H Schistad; Gelius, Leiv-J.; Jensen, Are Charles & Heeremans, Michel
(2012).
Phase attributes by considering local 3D structure orientation.
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Jensen, Are Fritz Charles; Berge, Asbjørn & Solberg, Anne H S
(2007).
Regression Approaches to Small Sample Inverse Covariance Matrix Estimation for Hyperspectral Image Classification.
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Brekke, Camilla & Solberg, Anne H. Schistad
(2006).
Classification methods for oil spill detection by SAR imaging.
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Solberg, Anne H S & Brekke, Camilla
(2006).
Automatisk varsling av oljesøl.
[Newspaper].
Apollon.
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Solberg, Anne H S
(2006).
Effektiv varsling av oljesøl.
[Newspaper].
Havneavisen.
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Berge, Asbjørn & Solberg, Anne H S
(2006).
Sparse covariance estimates for hyperspectral image classification using the Cholesky decomposition.
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Brekke, Camilla & Solberg, Anne H S
(2006).
Classification Methods for Oil Spill Detection in ENVISAT ASAR Images.
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Jensen, Tine; Solberg, Anne & Ulvik, Oddbjørg Skjær
(2005).
Doing research with children in vulnerable situations: Methodological and ethical challenges.
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Brekke, Camilla & Solberg, Anne H S
(2005).
Feature extraction for oil spill detection based on SAR images.
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Solberg, Anne H S
(2005).
Automatic oil spill detection based on ENVISAT, RADARSAT and ERS images.
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Solberg, Anne H S
(2004).
Oljesøldeteksjon.
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Solberg, Anne H S; Brekke, Camilla; Solberg, Rune & Husøy, Per Ove
(2004).
Algorithms for oil spill detection in Radarsat and ENVISAT SAR images.
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Solberg, Anne H S
(2004).
Automatic detection of oil spills in ERS, Radarsat and Envisat images.
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Berge, Asbjørn & Solberg, Anne H S
(2004).
Robust Classification of Hyperspectral Data.
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Berge, Asbjørn & Solberg, Anne H S
(2004).
A Comparison of Methods for Improving Classification of Hyperspectral Data.
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Solberg, Anne H S & Storvik, Geir Olve
(2003).
Joint distributions for multitemporal series of radar images.
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Solberg, Anne H S
(2002).
Miljøovervåkning av havet - hvordan kan datamaskinen se oljesøl?
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Fjørtoft, Roger Sverre; Solberg, Anne H S & Storvik, Geir Olve
(2002).
A new approach to statistical multisensor image classification.
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Solberg, Anne H S
(2002).
Flexible non-linear contextual classification.
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Solberg, Anne H S; Storvik, Geir Olve & Fjørtoft, Roger Sverre
(2002).
A Comparison of Criteria for Decision Fusion and Parameter Estimation in Statistical Multisensor Image Classification.
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Solberg, Anne H S
(2001).
Nonlinear contextual classification - a comparative study.
Show summary
We develop a framework for nonlinear contextual classification by
viewing classification as a regression problem and applying Markov
random field theory for neighboring pixels in an image. We compare
the effect of using a Gaussian classifier, neural nets, classification
trees and recent statistical approaches to nonlinear classification.
The effect of using different discriminant functions is compared to
the effect of a contextual model for three different data sets from
remote sensing applications. For all of the data sets, the use of
a contextual model increases the classification accuracy. For the first
data set, which fits a Gaussian model fairly well, there were no significant
differences in classifier performance for the various discriminant functions.
For the other two data sets, there were not very large differences between
the performance of the various noncontextual classifiers. However, for
the contextual model, some of the nonlinear classifiers performed
significantly better than the Gaussian classifier.
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Rindal, Ole Marius Hoel; Austeng, Andreas & Solberg, Anne H Schistad
(2019).
Software Beamforming in Medical Ultrasound Imaging - a blessing and a curse.
Universitetet i Oslo.
Full text in Research Archive
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Waldeland, Anders U.; Solberg, Anne H Schistad & Gelius, Leiv-J.
(2018).
Seismic image analysis for applications related to iterative 3D velocity model building.
7Letras.
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Salberg, Arnt Børre; Longépé, Nicolas; Hansen, Morten Wergeland; Rudjord, Øystein; Larsen, Siri Øyen & Solberg, Anne H Schistad
[Show all 8 contributors for this article]
(2013).
Report SAR analysis and comparisons - EU FP-7 project SeaU, Deliverable 12.1.
Research Executive Agency - European Commission.
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Solberg, Anne H S & Trier, Øivind Thorvald Due
(2011).
Radarsat-2 oil spill detection. Performance study 2010.
Norsk Regnesentral.
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Salberg, Arnt-Børre; Solberg, Svein; Solberg, Anne H. Schistad & Lange, Holger
(2009).
Leaf Area Index Estimation from Land Cover Classification Based on Hyperspectral Data.
Norsk Regnesentral.
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Solberg, Anne H. Schistad & Trier, Øivind Thorvald Due
(2009).
SatHavOlje. Improvements during the 2008 project.
Norsk Regnesentral.
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Huseby, Ragnar Bang & Solberg, Anne H. Schistad
(2008).
Statistical analysis of oil spill data.
Norsk Regnesentral.
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Storvik, Geir Olve; Fjørtoft, Roger & Solberg, Anne H S
(2003).
Parameter estimation and classification of multi-scale remote sensing data.
Norsk Regnesentral.
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Eikvil, Line; Holden, Marit & Solberg, Anne H. Schistad
(1999).
Seismic Attribute Analysis, Part IV.
Norsk Regnesentral.
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