Allan Aasbjerg Nielsen

65 papers B 1C 18Misc 2Journal 34Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Test Statistic for Block-Diagonal Covariance Matrix Structure in polSAR Data. IEEE Geosci. Remote. Sens. Lett. Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
2025	J	`jnl`	Multifrequency Omnibus Change Detection in Covariance Matrix PolSAR Data. IEEE Geosci. Remote. Sens. Lett. Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
2025	—	`conf`	Statistical Analysis of Left Ventricular Remodeling Following a Myocardial Infarct. SCIA (1) Cathrine Underbjerg Hansen, Mathias Micheelsen Lowes, Andreas Ohrt Johansen, Klaus Fuglsang Kofoed, Jørgen Tobias Kühl, Allan Aasbjerg Nielsen, Rasmus R. Paulsen, Josefine Vilsbøll Sundgaard, Kristine Aavild Sørensen
2024	J	`jnl`	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. Paul Connetable, Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
2024	J	`jnl`	Omnibus Change Detection in Block Diagonal Covariance Matrix PolSAR Data Illustrated With Simulated and Sentinel-1 Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Knut Conradsen, Henning Skriver, Allan Aasbjerg Nielsen
2023	J	`jnl`	Polarimetric SAR Features for Vehicle Detection in Natural Surroundings. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Paul Connetable, Allan Aasbjerg Nielsen, Knut Conradsen, Ernst Krogager, Henning Skriver
2023	C	`conf`	Rotation of Polarimetric SAR Covariance Matrices. IGARSS Allan Aasbjerg Nielsen
2022	J	`jnl`	Change Detection in Dual Polarization Sentinel-1 Data With Wilks' Lambda. IEEE Geosci. Remote. Sens. Lett. Allan Aasbjerg Nielsen
2022	J	`jnl`	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. Paul Connetable, Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
2022	J	`jnl`	The Eigenvector-Eigenvalue Identity Applied to Fast Calculation of polSAR Scattering Characterization. IEEE Geosci. Remote. Sens. Lett. Allan Aasbjerg Nielsen
2021	J	`jnl`	A Convolutional Neural Network Architecture for Sentinel-1 and AMSR2 Data Fusion. IEEE Trans. Geosci. Remote. Sens. David Malmgren-Hansen, Leif Toudal Pedersen, Allan Aasbjerg Nielsen, Matilde Brandt Kreiner, Roberto Saldo, Henning Skriver, John Lavelle, Jørgen Buus-Hinkler, Klaus A. Harnvig Krane
2021	C	`conf`	Combination of Wishart Test Statistics and Loewner Order for Change Detection in Quad/Full and Dual Polarization Sar Data. IGARSS Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
2021	J	`jnl`	Explainability in CNN Models By Means of Z-Scores. CoRR David Malmgren-Hansen, Allan Aasbjerg Nielsen, Leif Toudal Pedersen
2021	C	`conf`	Fast Matrix Based Computation of Eigenvalues in PolSAR Data. IGARSS Allan Aasbjerg Nielsen
2020	J	`jnl`	Fast Matrix Based Computation of Eigenvalues and the Loewner Order in PolSAR Data. IEEE Geosci. Remote. Sens. Lett. Allan Aasbjerg Nielsen
2020	J	`jnl`	Spatial noise-aware temperature retrieval from infrared sounder data. CoRR David Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls
2020	J	`jnl`	Statistical Analysis of Changes in Sentinel-1 Time Series on the Google Earth Engine. Remote. Sens. Morton J. Canty, Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
2020	J	`jnl`	The Loewner Order and Direction of Detected Change in Sentinel-1 and Radarsat-2 Data. IEEE Geosci. Remote. Sens. Lett. Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
2020	J	`jnl`	Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval. CoRR David Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls
2020	J	`jnl`	Wishart-Based Adaptive Temporal Filtering of Polarimetric SAR Imagery. Remote. Sens. Morton J. Canty, Allan Aasbjerg Nielsen, Henning Skriver, Knut Conradsen
2018	C	`conf`	Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval. IGARSS David Malmgren-Hansen, Allan Aasbjerg Nielsen, Valero Laparra, Gustau Camps-Valls
2017	J	`jnl`	Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models. CoRR David Malmgren-Hansen, Allan Aasbjerg Nielsen, Rasmus Engholm
2017	—	`conf`	Canonical Analysis of Sentinel-1 Radar and Sentinel-2 Optical Data. SCIA (2) Allan Aasbjerg Nielsen, Rasmus Larsen
2017	—	`conf`	Change detection in a series of Sentinel-1 SAR data. MultiTemp Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver, Morton J. Canty
2017	C	`conf`	Change detection in multi-temporal dual polarization Sentinel-1 data. IGARSS Allan Aasbjerg Nielsen, Morton J. Canty, Henning Skriver, Knut Conradsen
2017	J	`jnl`	Corrections to "Change Detection in Full and Dual Polarization, Single- and Multi-Frequency SAR Data". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
2017	J	`jnl`	Improving SAR Automatic Target Recognition Models With Transfer Learning From Simulated Data. IEEE Geosci. Remote. Sens. Lett. David Malmgren-Hansen, Anders Kusk, Jørgen Dall, Allan Aasbjerg Nielsen, Rasmus Engholm, Henning Skriver
2017	C	`conf`	Spatial noise-aware temperature retrieval from infrared sounder data. IGARSS David Malmgren-Hansen, Valero Laparra, Allan Aasbjerg Nielsen, Gustau Camps-Valls
2016	J	`jnl`	Determining the Points of Change in Time Series of Polarimetric SAR Data. IEEE Trans. Geosci. Remote. Sens. Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
2016	C	`conf`	Omnibus test for change detection in a time sequence of polarimetric SAR data. IGARSS Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
2016	J	`jnl`	Short-Term Change Detection in Wetlands Using Sentinel-1 Time Series. Remote. Sens. Javier Muro, Morton J. Canty, Knut Conradsen, Christian Hüttich, Allan Aasbjerg Nielsen, Henning Skriver, Florian Remy, Adrian Strauch, Frank Thonfeld, Gunter Menz
2015	C	`conf`	Canonical analysis basedonmutual information. IGARSS Allan Aasbjerg Nielsen, Jacob S. Vestergaard
2015	J	`jnl`	Change Detection in Full and Dual Polarization, Single- and Multifrequency SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
2015	—	`conf`	Change detection in bi-temporal data by canonical information analysis. MultiTemp Allan Aasbjerg Nielsen, Jacob S. Vestergaard
2014	J	`jnl`	A spatial-spectral approach for deriving high signal quality eigenvectors for remote sensing image transformations. Int. J. Appl. Earth Obs. Geoinformation Derek M. Rogge, Martin Bachmann, Benoit Rivard, Allan Aasbjerg Nielsen, Jilu Feng
2014	C	`conf`	Change detection in polarimetric SAR data over several time points. IGARSS Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver
2014	J	`jnl`	Improving Change Detection in Forest Areas Based on Stereo Panchromatic Imagery Using Kernel MNF. IEEE Trans. Geosci. Remote. Sens. Jiaojiao Tian, Allan Aasbjerg Nielsen, Peter Reinartz
2013	C	`conf`	A kernel version of multivariate alteration detection. IGARSS Allan Aasbjerg Nielsen, Jacob S. Vestergaard
2012	J	`jnl`	Linear and kernel methods for multivariate change detection. Comput. Geosci. Morton J. Canty, Allan Aasbjerg Nielsen
2012	C	`conf`	Parameter optimization in the regularized kernel minimum noise fraction transformation. IGARSS Allan Aasbjerg Nielsen, Jacob S. Vestergaard
2011	C	`conf`	Explicit signal to noise ratio in reproducing kernel Hilbert spaces. IGARSS Luis Gómez-Chova, Allan Aasbjerg Nielsen, Gustavo Camps-Valls
2011	J	`jnl`	Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations. IEEE Trans. Image Process. Allan Aasbjerg Nielsen
2010	C	`conf`	Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods. IGARSS Allan Aasbjerg Nielsen, Antje Hecheltjen, Frank Thonfeld, Morton J. Canty
2010	C	`conf`	Kernel parameter dependence in spatial factor analysis. IGARSS Allan Aasbjerg Nielsen
2009	—	`conf`	Efficient Incorporation of Markov Random Fields in Change Detection. IGARSS (3) Henrik Aanæs, Allan Aasbjerg Nielsen, Jens Michael Carstensen, Rasmus Larsen, Bjarne K. Ersbøll
2009	—	`conf`	Kernel Based Subspace Projection of Near Infrared Hyperspectral Images of Maize Kernels. SCIA Rasmus Larsen, Morten Arngren, Per Waaben Hansen, Allan Aasbjerg Nielsen
2009	B	`conf`	Kernel methods in orthogonalization of multi-and hypervariate data. ICIP Allan Aasbjerg Nielsen
2008	J	`jnl`	Model-Based Satellite Image Fusion. IEEE Trans. Geosci. Remote. Sens. Henrik Aanæs, Johannes R. Sveinsson, Allan Aasbjerg Nielsen, Thomas Bøvith, Jón Atli Benediktsson
2007	J	`jnl`	The Regularized Iteratively Reweighted MAD Method for Change Detection in Multi- and Hyperspectral Data. IEEE Trans. Image Process. Allan Aasbjerg Nielsen
2006	C	`conf`	Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output. IGARSS Thomas Bøvith, Allan Aasbjerg Nielsen, Lars Kai Hansen, Søren Overgaard, Rashpal S. Gill
2005	—	`conf`	Estimation of Critical Parameters in Concrete Production Using Multispectral Vision Technology. SCIA Michael Edberg Hansen, Bjarne K. Ersbøll, Jens Michael Carstensen, Allan Aasbjerg Nielsen
2004	—	`conf`	Analysis of Time-Varying Psoriasis Lesion Image Patterns. ISBI Bjarne K. Ersbøll, Allan Aasbjerg Nielsen, Gabriela Maletti, David Delgado-Gómez
2004	C	`conf`	Detection of buildings through multivariate analysis of spectral, textural, and shape based features. IGARSS Thomas Knudsen, Allan Aasbjerg Nielsen
2004	—	`conf`	Multi-set Multi-temporal Canonical Analysis of Psoriasis Images. ISBI David Delgado-Gómez, Allan Aasbjerg Nielsen, Bjarne K. Ersbøll, Gabriela Maletti
2003	J	`jnl`	A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data. IEEE Trans. Geosci. Remote. Sens. Knut Conradsen, Allan Aasbjerg Nielsen, Jesper Schou, Henning Skriver
2003	J	`jnl`	CFAR edge detector for polarimetric SAR images. IEEE Trans. Geosci. Remote. Sens. Jesper Schou, Henning Skriver, Allan Aasbjerg Nielsen, Knut Conradsen
2003	C	`conf`	Evaluation of the Wishart test statistics for polarimetric SAR data. IGARSS Henning Skriver, Allan Aasbjerg Nielsen, Knut Conradsen
2003	—	`conf`	Polarimetric Synthetic Aperture Radar Data and the Complex Wishart Distribution. SCIA Allan Aasbjerg Nielsen, Knut Conradsen, Henning Skriver
2002	J	`jnl`	Multiset canonical correlations analysis and multispectral, truly multitemporal remote sensing data. IEEE Trans. Image Process. Allan Aasbjerg Nielsen
2002	C	`conf`	Polarimetric segmentation using Wishart test statistic. IGARSS Henning Skriver, Jesper Schou, Allan Aasbjerg Nielsen, Knut Conradsen
2001	J	`jnl`	Spectral Mixture Analysis: Linear and Semi-parametric Full and Iterated Partial Unmixing in Multi- and Hyperspectral Image Data. Int. J. Comput. Vis. Allan Aasbjerg Nielsen
2001	J	`jnl`	Spectral Mixture Analysis: Linear and Semi-parametric Full and Iterated Partial Unmixing in Multi- and Hyperspectral Image Data. J. Math. Imaging Vis. Allan Aasbjerg Nielsen
2000	J	`jnl`	Sensitivity study of a semi-automatic training set generator. Pattern Recognit. Lett. Rasmus Larsen, Allan Aasbjerg Nielsen, Harald Flesche
2000	Misc	`conf`	Unsupervised Classification of X-Ray Mapping Images of Polished Sections. MVA Klaus Baggesen Hilger, Allan Aasbjerg Nielsen, Jens Michael Carstensen
1999	Misc	`conf`	An Extension to a Filter Implementation of a Local Quadratic Surface for Image Noise Estimation. ICIAP Allan Aasbjerg Nielsen