Allan Aasbjerg Nielsen

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 27

Top Topics

Covariance Matrices

Temporal Filtering

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Paul Connetable, Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
Corrections to "Test Statistics for Reflection Symmetry: Applications to Quad-Polarimetric SAR Data for Detection of Man-Made Structures". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Allan Aasbjerg Nielsen
Rotation of Polarimetric SAR Covariance Matrices. IGARSS (2023)
Paul Connetable, Allan Aasbjerg Nielsen, Knut Conradsen, Ernst Krogager, Henning Skriver
Polarimetric SAR Features for Vehicle Detection in Natural Surroundings. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Allan Aasbjerg Nielsen
Change Detection in Dual Polarization Sentinel-1 Data With Wilks' Lambda. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Allan Aasbjerg Nielsen
The Eigenvector-Eigenvalue Identity Applied to Fast Calculation of polSAR Scattering Characterization. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Paul Connetable, Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
Test Statistics for Reflection Symmetry: Applications to Quad-Polarimetric SAR Data for Detection of Man-Made Structures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
David Malmgren-Hansen, Leif Toudal Pedersen, Allan Aasbjerg Nielsen, Matilde Brandt Kreiner, Roberto Saldo, Henning Skriver, John Lavelle, Jorgen Buus-Hinkler, Klaus A. Harnvig Krane
A Convolutional Neural Network Architecture for Sentinel-1 and AMSR2 Data Fusion. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
Combination of Wishart Test Statistics and Loewner Order for Change Detection in Quad/Full and Dual Polarization Sar Data. IGARSS (2021)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Leif Toudal Pedersen
Explainability in CNN Models By Means of Z-Scores. CoRR (2021)
Allan Aasbjerg Nielsen
Fast Matrix Based Computation of Eigenvalues in PolSAR Data. IGARSS (2021)
Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
The Loewner Order and Direction of Detected Change in Sentinel-1 and Radarsat-2 Data. IEEE Geosci. Remote. Sens. Lett. 17 (2) (2020)
Allan Aasbjerg Nielsen
Fast Matrix Based Computation of Eigenvalues and the Loewner Order in PolSAR Data. IEEE Geosci. Remote. Sens. Lett. 17 (10) (2020)
David Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls
Spatial noise-aware temperature retrieval from infrared sounder data. CoRR (2020)
Morton J. Canty, Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
Statistical Analysis of Changes in Sentinel-1 Time Series on the Google Earth Engine. Remote. Sens. 12 (1) (2020)
Morton J. Canty, Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
Wishart-Based Adaptive Temporal Filtering of Polarimetric SAR Imagery. Remote. Sens. 12 (15) (2020)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls
Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval. CoRR (2020)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls
Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval. IGARSS (2018)
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Rasmus Engholm
Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models. CoRR (2017)
Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
Corrections to "Change Detection in Full and Dual Polarization, Single- and Multi-Frequency SAR Data". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (11) (2017)
David Malmgren-Hansen, Anders Kusk, Jørgen Dall, Allan Aasbjerg Nielsen, Rasmus Engholm, Henning Skriver
Improving SAR Automatic Target Recognition Models With Transfer Learning From Simulated Data. IEEE Geosci. Remote. Sens. Lett. 14 (9) (2017)
David Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls
Spatial noise-aware temperature retrieval from infrared sounder data. IGARSS (2017)
Allan Aasbjerg Nielsen, Rasmus Larsen
Canonical Analysis of Sentinel-1 Radar and Sentinel-2 Optical Data. SCIA (2) (2017)
Allan Aasbjerg Nielsen, Morton J. Canty, Henning Skriver, Knut Conradsen
Change detection in multi-temporal dual polarization Sentinel-1 data. IGARSS (2017)
Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver, Morton J. Canty
Change detection in a series of Sentinel-1 SAR data. MultiTemp (2017)
Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
Omnibus test for change detection in a time sequence of polarimetric SAR data. IGARSS (2016)
Javier Muro, Morton J. Canty, Knut Conradsen, Christian Hüttich, Allan Aasbjerg Nielsen, Henning Skriver, Florian Remy, Adrian Strauch, Frank Thonfeld, Gunter Menz
Short-Term Change Detection in Wetlands Using Sentinel-1 Time Series. Remote. Sens. 8 (10) (2016)
Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
Determining the Points of Change in Time Series of Polarimetric SAR Data. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Allan Aasbjerg Nielsen, Jacob S. Vestergaard
Change detection in bi-temporal data by canonical information analysis. MultiTemp (2015)
Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
Change Detection in Full and Dual Polarization, Single- and Multifrequency SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (8) (2015)
Allan Aasbjerg Nielsen, Jacob S. Vestergaard
Canonical analysis basedonmutual information. IGARSS (2015)
Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
Change detection in polarimetric SAR data over several time points. IGARSS (2014)
Derek M. Rogge, Martin Bachmann, Benoit Rivard, Allan Aasbjerg Nielsen, Jilu Feng
A spatial-spectral approach for deriving high signal quality eigenvectors for remote sensing image transformations. Int. J. Appl. Earth Obs. Geoinformation 26 (2014)
Jiaojiao Tian, Allan Aasbjerg Nielsen, Peter Reinartz
Improving Change Detection in Forest Areas Based on Stereo Panchromatic Imagery Using Kernel MNF. IEEE Trans. Geosci. Remote. Sens. 52 (11) (2014)
Allan Aasbjerg Nielsen, Jacob S. Vestergaard
A kernel version of multivariate alteration detection. IGARSS (2013)
Morton J. Canty, Allan Aasbjerg Nielsen
Linear and kernel methods for multivariate change detection. Comput. Geosci. 38 (1) (2012)
Allan Aasbjerg Nielsen, Jacob S. Vestergaard
Parameter optimization in the regularized kernel minimum noise fraction transformation. IGARSS (2012)
Luis Gómez-Chova, Allan Aasbjerg Nielsen, Gustavo Camps-Valls
Explicit signal to noise ratio in reproducing kernel Hilbert spaces. IGARSS (2011)
Allan Aasbjerg Nielsen
Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations. IEEE Trans. Image Process. 20 (3) (2011)
Allan Aasbjerg Nielsen, Antje Hecheltjen, Frank Thonfeld, Morton J. Canty
Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods. IGARSS (2010)
Allan Aasbjerg Nielsen
Kernel parameter dependence in spatial factor analysis. IGARSS (2010)
Henrik Aanæs, Allan Aasbjerg Nielsen, Jens Michael Carstensen, Rasmus Larsen, Bjarne K. Ersbøll
Efficient Incorporation of Markov Random Fields in Change Detection. IGARSS (3) (2009)
Rasmus Larsen, Morten Arngren, Per Waaben Hansen, Allan Aasbjerg Nielsen
Kernel Based Subspace Projection of Near Infrared Hyperspectral Images of Maize Kernels. SCIA (2009)
Allan Aasbjerg Nielsen
Kernel methods in orthogonalization of multi-and hypervariate data. ICIP (2009)
Henrik Aanæs, Johannes R. Sveinsson, Allan Aasbjerg Nielsen, Thomas Bøvith, Jón Atli Benediktsson
Model-Based Satellite Image Fusion. IEEE Trans. Geosci. Remote. Sens. 46 (5) (2008)
Allan Aasbjerg Nielsen
The Regularized Iteratively Reweighted MAD Method for Change Detection in Multi- and Hyperspectral Data. IEEE Trans. Image Process. 16 (2) (2007)
Thomas Bøvith, Allan Aasbjerg Nielsen, Lars Kai Hansen, Søren Overgaard, Rashpal S. Gill
Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output. IGARSS (2006)
Michael Edberg Hansen, Bjarne K. Ersbøll, Jens Michael Carstensen, Allan Aasbjerg Nielsen
Estimation of Critical Parameters in Concrete Production Using Multispectral Vision Technology. SCIA (2005)
Bjarne K. Ersbøll, Allan Aasbjerg Nielsen, Gabriela Maletti, David Delgado-Gómez
Analysis of Time-Varying Psoriasis Lesion Image Patterns. ISBI (2004)
Thomas Knudsen, Allan Aasbjerg Nielsen
Detection of buildings through multivariate analysis of spectral, textural, and shape based features. IGARSS (2004)
David Delgado-Gómez, Allan Aasbjerg Nielsen, Bjarne K. Ersbøll, Gabriela Maletti
Multi-set Multi-temporal Canonical Analysis of Psoriasis Images. ISBI (2004)
Knut Conradsen, Allan Aasbjerg Nielsen, Jesper Schou, Henning Skriver
A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data. IEEE Trans. Geosci. Remote. Sens. 41 (1) (2003)
Henning Skriver, Allan Aasbjerg Nielsen, Knut Conradsen
Evaluation of the Wishart test statistics for polarimetric SAR data. IGARSS (2003)
Jesper Schou, Henning Skriver, Allan Aasbjerg Nielsen, Knut Conradsen
CFAR edge detector for polarimetric SAR images. IEEE Trans. Geosci. Remote. Sens. 41 (1) (2003)
Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
Polarimetric Synthetic Aperture Radar Data and the Complex Wishart Distribution. SCIA (2003)
Allan Aasbjerg Nielsen
Multiset canonical correlations analysis and multispectral, truly multitemporal remote sensing data. IEEE Trans. Image Process. 11 (3) (2002)
Henning Skriver, Jesper Schou, Allan Aasbjerg Nielsen, Knut Conradsen
Polarimetric segmentation using Wishart test statistic. IGARSS (2002)
Allan Aasbjerg Nielsen
Spectral Mixture Analysis: Linear and Semi-parametric Full and Iterated Partial Unmixing in Multi- and Hyperspectral Image Data. Int. J. Comput. Vis. 42 (1/2) (2001)
Allan Aasbjerg Nielsen
Spectral Mixture Analysis: Linear and Semi-parametric Full and Iterated Partial Unmixing in Multi- and Hyperspectral Image Data. J. Math. Imaging Vis. 15 (1-2) (2001)
Klaus Baggesen Hilger, Allan Aasbjerg Nielsen, Jens Michael Carstensen
Unsupervised Classification of X-Ray Mapping Images of Polished Sections. MVA (2000)
Rasmus Larsen, Allan Aasbjerg Nielsen, Harald Flesche
Sensitivity study of a semi-automatic training set generator. Pattern Recognit. Lett. 21 (13-14) (2000)
Allan Aasbjerg Nielsen
An Extension to a Filter Implementation of a Local Quadratic Surface for Image Noise Estimation. ICIAP (1999)