Allan Aasbjerg Nielsen

发表

Targeting input data for change detection studies by suppression of undesired spectra

Klaus Baggesen Hilger, Allan Aasbjerg Nielsen, 2000 .

Multiset multitemporal canonical analysis of psoriasis images

David Delgado-Gómez, Bjarne K. Ersbøll, Allan Aasbjerg Nielsen, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Low-energy houses: insulation and air tightness

Allan Aasbjerg Nielsen, Bjarne Saxhof, 1983 .

Estimation of Critical Parameters in Concrete Production Using Multispectral Vision Technology

Allan Aasbjerg Nielsen, Bjarne K. Ersbøll, Jens Michael Carstensen, 2005, SCIA.

Kernel principal component analysis for change detection

Allan Aasbjerg Nielsen, Morton J. Canty, M. Canty, 2008, Remote Sensing.

Maximum auto-mutual-information factor analysis (Conference Presentation)

Jon Atli Benediktsson, Francesca Bovolo, Lorenzo Bruzzone, 2017 .

Statistical retrieval of atmospheric profiles with deep convolutional neural networks

Valero Laparra, Gustau Camps-Valls, Allan Aasbjerg Nielsen, 2019, ISPRS Journal of Photogrammetry and Remote Sensing.

Kernel parameter dependence in spatial factor analysis

Allan Aasbjerg Nielsen, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Linear and kernel methods for multi- and hypervariate change detection

Allan Aasbjerg Nielsen, Morton J. Canty, 2010, Remote Sensing.

Wishart-Based Adaptive Temporal Filtering of Polarimetric SAR Imagery

Knut Conradsen, Allan Aasbjerg Nielsen, Morton J. Canty, 2020, Remote. Sens..

Spectral Mixture Analysis: Linear and Semi-parametric Full and Iterated Partial Unmixing in Multi- and Hyperspectral Image Data

Allan Aasbjerg Nielsen, A. Nielsen, 2004, Journal of Mathematical Imaging and Vision.

Application and Devolopment of New Techniques Based on Remote Sensing, Data Integration and Multivariate Analysis for Mineral Exploration. Final Report. CEC funded project no. MA2M-CT-90-0010

Rasmus Larsen, Knut Conradsen, Allan Aasbjerg Nielsen, 1993 .

Restoration of Hyperspectral Push-Broom Scanner Data

Knut Conradsen, Allan Aasbjerg Nielsen, Rasmus Larsen, 1997 .

Canonical Analysis of Sentinel-1 Radar and Sentinel-2 Optical Data

Rasmus Larsen, Allan Aasbjerg Nielsen, 2017, SCIA.

Change detection in a time series of polarimetric SAR data by an omnibus test statistic and its factorization (Conference Presentation)

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2016, Remote Sensing.

Multivariate Alteration Detection (MAD) and MAF Postprocessing in Multispectral, Bitemporal Image Data: New Approaches to Change Detection Studies

Knut Conradsen, James J. Simpson, Allan Aasbjerg Nielsen, 1998 .

Change detection in multi-temporal dual polarization Sentinel-1 data

Knut Conradsen, Allan Aasbjerg Nielsen, Morton J. Canty, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiset canonical correlations analysis and multispectral, truly multitemporal remote sensing data

Allan Aasbjerg Nielsen, A. Nielsen, 2002, IEEE Trans. Image Process..

Computer vision for focus calibration of photo-polymerization systems

Allan Aasbjerg Nielsen, M. M. Ribo, David Bue Pedersen, 2018 .

Classification of polarimetric SAR data using dictionary learning

Rasmus Larsen, Allan Aasbjerg Nielsen, Anders Lindbjerg Dahl, 2012, Remote Sensing.

Analysis of time-varying psoriasis lesion image patterns

David Delgado-Gómez, Bjarne K. Ersbøll, Allan Aasbjerg Nielsen, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Partial unmixing in hyperspectral image data

Allan Aasbjerg Nielsen, 1999 .

Linear and kernel methods for multivariate change detection

Allan Aasbjerg Nielsen, Morton J. Canty, M. Canty, 2012, Comput. Geosci..

Efficient incorporation of Markov Random Fields in change detection

Rasmus Larsen, Henrik Aanæs, Bjarne K. Ersbøll, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Change detection in quad and dual pol, single- and bi-frequency SAR data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2015, SPIE Remote Sensing.

Visualization of and Software for Omnibus Test-Based Change Detected in a Time Series of Polarimetric SAR Data

Knut Conradsen, Allan Aasbjerg Nielsen, Morton J. Canty, 2017 .

Change Detection Software for SAR and Optical Images

Allan Aasbjerg Nielsen, Behnaz Pirzamanbein, 2019 .

Some safe and sensible shortcuts for effiently upscaled updates of existing elevation models

Allan Aasbjerg Nielsen, Thomas Knudsen, 2013 .

Kernel principal component and maximum autocorrelation factor analyses for change detection

Allan Aasbjerg Nielsen, Morton J. Canty, 2009, Remote Sensing.

MAD change detection: a simple spatial extension and a nonlinear version

Allan Aasbjerg Nielsen, Morton J. Canty, 2008 .

A Simple Neural Network Contextual Classifier

Allan Aasbjerg Nielsen, Jens Tidemann, 1997 .

New approaches for change detection studies

Allan Aasbjerg Nielsen, 2000 .

An omnibus likelihood test statistic and its factorization for change detection in time series of polarimetric SAR data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2016 .

Analysis of Regularly and Irregularly Sampled Spatial, Multivariate, and Multi-temporal Data

Allan Aasbjerg Nielsen, A. Nielsen, 1994 .

Infrastructure assessment for disaster management using multi-sensor and multi-temporal remote sensing imagery

Allan Aasbjerg Nielsen, Matthias Butenuth, Daniel Frey, 2011 .

Polarimetric segmentation using Wishart test statistic

Knut Conradsen, Allan Aasbjerg Nielsen, Jesper Schou, 2002, IEEE International Geoscience and Remote Sensing Symposium.

Evaluation of the Wishart test statistics for polarimetric SAR data

Knut Conradsen, Allan Aasbjerg Nielsen, H. Skriver, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations

Allan Aasbjerg Nielsen, A. Nielsen, 2011, IEEE Transactions on Image Processing.

Kernel Based Subspace Projection of Near Infrared Hyperspectral Images of Maize Kernels

Rasmus Larsen, Allan Aasbjerg Nielsen, Per Waaben Hansen, 2009, SCIA.

Detection of buildings through multivariate analysis of spectral, textural, and shape based features

Allan Aasbjerg Nielsen, Thomas Knudsen, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Change detection in bi-temporal data by canonical information analysis

Allan Aasbjerg Nielsen, Jacob S. Vestergaard, A. Nielsen, 2015, 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp).

Improving SAR Automatic Target Recognition Models With Transfer Learning From Simulated Data

Allan Aasbjerg Nielsen, Jørgen Dall, David Malmgren-Hansen, 2017, IEEE Geoscience and Remote Sensing Letters.

Change detection in polarimetric SAR images using complex Wishart distributed matrices

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2015 .

Unsupervised Classification of X-Ray Mapping Images of Polished Sections

Klaus Baggesen Hilger, Allan Aasbjerg Nielsen, Jens Michael Carstensen, 2000, MVA.

Fast Matrix Based Computation of Eigenvalues and the Loewner Order in PolSAR Data

Allan Aasbjerg Nielsen, A. Nielsen, 2020, IEEE Geoscience and Remote Sensing Letters.

Short-Term Change Detection in Wetlands Using Sentinel-1 Time Series

Knut Conradsen, Allan Aasbjerg Nielsen, Gunter Menz, 2016, Remote. Sens..

Model-Based Satellite Image Fusion

Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output

Lars Kai Hansen, Allan Aasbjerg Nielsen, Rashpal S. Gill, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Change detection in a short time sequence of polarimetric C-band SAR data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2016 .

Interpolation of AMSR2 data for improvement of ice charting (Conference Presentation)

Leif Toudal Pedersen, Allan Aasbjerg Nielsen, David Malmgren-Hansen, 2019 .

Linear Mixture Models, Full and Partial Unmixing in Multi- and Hyperspectral Image Data

Allan Aasbjerg Nielsen, A. Nielsen, 1999 .

Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models pdf

Allan Aasbjerg Nielsen, David Malmgren-Hansen, Rasmus Engholm, 2017, ArXiv.

The Regularized Iteratively Reweighted MAD Method for Change Detection in Multi- and Hyperspectral Data

Allan Aasbjerg Nielsen, A. Nielsen, 2007, IEEE Transactions on Image Processing.

Assessment of polarimetric information for target detection improvement using SAR

Allan Aasbjerg Nielsen, Henning Skriver, Paul Jacques Connetable, 2019 .

Improving Change Detection in Forest Areas Based on Stereo Panchromatic Imagery Using Kernel MNF

Jiaojiao Tian, Peter Reinartz, Allan Aasbjerg Nielsen, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Orthogonal transformations for change detection, Matlab code (ENVI-like headers)

Allan Aasbjerg Nielsen, 2007 .

A kernel version of multivariate alteration detection

Allan Aasbjerg Nielsen, Jacob S. Vestergaard, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Change detection for semi-automatic map database updating

Allan Aasbjerg Nielsen, Brian Pilemann Olsen, 2011 .

Change detection in polarimetric SAR data over several time points

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Parameter optimization in the regularized kernel minimum noise fraction transformation

Allan Aasbjerg Nielsen, Jacob S. Vestergaard, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data

Knut Conradsen, Allan Aasbjerg Nielsen, Jesper Schou, 2003, IEEE Trans. Geosci. Remote. Sens..

Spatio-temporal analysis including multi-objective orthogonalisation and independent component analysis

Allan Aasbjerg Nielsen, 2002 .

Building damage assessment after the earthquake in Haiti using two post-event satellite stereo imagery and DSMs

Jiaojiao Tian, Peter Reinartz, Allan Aasbjerg Nielsen, 2015 .

A non‐parametric 2D deformable template classifier

Knut Conradsen, Allan Aasbjerg Nielsen, Nette Schultz, 2005 .

Spectral Mixture Analysis: Linear and Semi-parametric Full and Iterated Partial Unmixing in Multi- and Hyperspectral Image Data

Allan Aasbjerg Nielsen, A. Nielsen, 2001, International Journal of Computer Vision.

The Loewner Order and Direction of Detected Change in Sentinel-1 and Radarsat-2 Data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2020, IEEE Geoscience and Remote Sensing Letters.

Explicit signal to noise ratio in reproducing kernel Hilbert spaces

Luis Gómez-Chova, Gustavo Camps-Valls, Allan Aasbjerg Nielsen, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Least Squares Adjustment: Linear and Nonlinear Weighted Regression Analysis

Allan Aasbjerg Nielsen, A. Nielsen, 2007 .

Spatial noise-aware temperature retrieval from infrared sounder data

Valero Laparra, Gustau Camps-Valls, Allan Aasbjerg Nielsen, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Automated Invariant Alignment to Improve Canonical Variates in Image Fusion of Satellite and Weather Radar Data

Allan Aasbjerg Nielsen, Jacob S. Vestergaard, 2013 .

CFAR edge detector for polarimetric SAR images

Knut Conradsen, Allan Aasbjerg Nielsen, Jesper Schou, 2003, IEEE Trans. Geosci. Remote. Sens..

Orthogonal transformations for change detection, Matlab code

Allan Aasbjerg Nielsen, 2005 .

A Convolutional Neural Network Architecture for Sentinel-1 and AMSR2 Data Fusion

Leif Toudal Pedersen, Allan Aasbjerg Nielsen, David Malmgren-Hansen, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Visualization and unsupervised classification of changes in multispectral satellite imagery

Allan Aasbjerg Nielsen, Morton J. Canty, M. Canty, 2006 .

Unsupervised classification of changes in multispectral satellite imagery

Allan Aasbjerg Nielsen, Morton J. Canty, M. Canty, 2004, SPIE Remote Sensing.

Canonical analysis basedonmutual information

Allan Aasbjerg Nielsen, Jacob S. Vestergaard, A. Nielsen, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Unsupervised Fuzzy Clustering of Multi-variate Image Data

Klaus Baggesen Hilger, Allan Aasbjerg Nielsen, 2000 .

Change detection in a series of Sentinel-1 SAR data

Knut Conradsen, Allan Aasbjerg Nielsen, Morton J. Canty, 2017, 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).

Polarimetric Synthetic Aperture Radar Data and the Complex Wishart Distribution

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2003, SCIA.

Polarimetric edge detector based on the complex Wishart distribution

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

Kernel methods in orthogonalization of multi-and hypervariate data

Allan Aasbjerg Nielsen, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Omnibus test for change detection in a time sequence of polarimetric SAR data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval

Valero Laparra, Gustau Camps-Valls, Allan Aasbjerg Nielsen, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Investigation of alternative iteration schemes for the IR-MAD algorithm

Allan Aasbjerg Nielsen, Morton J. Canty, M. Canty, 2007, SPIE Remote Sensing.

New Technologies for Mineral Exploration and Surveillance of Environmental Impacts of Mining Operations - Based on Remote Sensing and Multi-dataset Analysis. Extended Progress Report. CEC funded project no. BRE2-CT92-0201

Rasmus Larsen, Knut Conradsen, Allan Aasbjerg Nielsen, 1993 .

Change Detection in Full and Dual Polarization, Single- and Multifrequency SAR Data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

RESTORATION OF GERIS DATA USING THE MAXIMUM NOISE FRACTIONS TRANSFORM

Rasmus Larsen, Allan Aasbjerg Nielsen, 1994 .

Automatic change detection in RapidEye data using the combined MAD and kernel MAF methods

Allan Aasbjerg Nielsen, Frank Thonfeld, Morton J. Canty, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

An extension to a filter implementation of a local quadratic surface for image noise estimation

Allan Aasbjerg Nielsen, 1999, Proceedings 10th International Conference on Image Analysis and Processing.

Determining the Points of Change in Time Series of Polarimetric SAR Data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2016, IEEE Transactions on Geoscience and Remote Sensing.

A spatial-spectral approach for deriving high signal quality eigenvectors for remote sensing image transformations

Martin Bachmann, Derek M. Rogge, Benoit Rivard, 2014, Int. J. Appl. Earth Obs. Geoinformation.

Sparse principal component analysis in hyperspectral change detection

Rasmus Larsen, Allan Aasbjerg Nielsen, Jacob S. Vestergaard, 2011, Remote Sensing.

Explainability in CNN Models By Means of Z-Scores pdf

Leif Toudal Pedersen, Allan Aasbjerg Nielsen, David Malmgren-Hansen, 2021, ArXiv.

Fast Matrix Based Computation of Eigenvalues in PolSAR Data

Allan Aasbjerg Nielsen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Combination of Wishart Test Statistics and Loewner Order for Change Detection in Quad/Full and Dual Polarization Sar Data

Knut Conradsen, Allan Aasbjerg Nielsen, Henning Skriver, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

A TEMPORAL EXTENSION TO TRADITIONAL EMPIRICAL ORTHOGONAL FUNCTION ANALYSIS

Klaus Baggesen Hilger, Allan Aasbjerg Nielsen, Ole Baltazar Andersen, 2002 .

MAXIMUM AUTOCORRELATION FACTORIAL KRIGING

Knut Conradsen, Allan Aasbjerg Nielsen, W. J. Kleingeld, 2000 .

CHANGE DETECTION IN FULL AND DUAL POLARIZATION SAR DATA AND THE COMPLEX WISHART DISTRIBUTION

Knut Conradsen, Allan Aasbjerg Nielsen, Morton J. Canty, 2012 .

Detection of Weather Radar Clutter

Allan Aasbjerg Nielsen, Thomas Bøvith, Lars Kai Hansen, 2008 .

AN ITERATIVE EXTENSION TO THE MAD TRANSFORMATION FOR CHANGE DETECTION IN MULTI- AND HYPERSPECTRAL REMOTE SENSING DATA

Allan Aasbjerg Nielsen, A. Nielsen, 2005 .

Change detection by the MAD method in hyperspectral image data

Allan Aasbjerg Nielsen, Richard Petersens Plads, A. Müller, 2003 .

Journal of Photogrammetry and Remote Sensing

Allan Aasbjerg Nielsen, Jacob S. Vestergaard, Jacob Schack Vestergaard, 2014 .

Acceleration of the Greenland ice sheet mass loss as observed by GRACE: Confidence and sensitivity

Allan Aasbjerg Nielsen, Ole Baltazar Andersen, O. Andersen, 2013 .

Monitoring the change in colour of meat: A comparison of traditional and kernel-based orthogonal transformations

Allan Aasbjerg Nielsen, Jens Michael Carstensen, Asger Nyman Christiansen, 2012 .

Supervised Mineral Classification with Semiautomatic Training and Validation Set Generation in Scanning Electron Microscope Energy Dispersive Spectroscopy Images of Thin Sections

Rasmus Larsen, Allan Aasbjerg Nielsen, Harald Flesche, 2000 .

CHANGE DETECTION IN MULTI-SPECTRAL , BI-TEMPORAL SPATIAL DATA USING ORTHOGONAL TRANSFORMATIONS

Allan Aasbjerg Nielsen, 2007 .

A Change Oriented Extension of EOF Analysis Applied to the 1996-1997 AVHRR Sea Surface Temperature Data

Knut Conradsen, Allan Aasbjerg Nielsen, Ole Baltazar Andersen, 2002 .

Spatial Analysis of Multivariate, (Ir-)Regularly Sampled Data: Geochemistry of the Eastern Erzgebirge

Allan Aasbjerg Nielsen, Bjarne Kjær Ersbøll, Werner Pälchen, 1997 .

Long-term and high-resolution measurements of bed level changes in a temperate, microtidal coastal lagoon

Allan Aasbjerg Nielsen, A. Nielsen, M. Pejrup, 2006 .

HYPERSPECTRAL DATA, CHANGE DETECTION AND THE MAD TRANSFORMATION

Andreas Müller, Wouter Dorigo, Allan Aasbjerg Nielsen, 2004 .

MONITORING GRASSLANDS USING CONVEX GEOMETRY AND PARTIAL UNMIXING - A CASE STUDY

Allan Aasbjerg Nielsen, Kathleen B. Heidebrecht, Anne Jacobsen, 1998 .

Computerised image analysis of biocrystallograms originating from agricultural products

Allan Aasbjerg Nielsen, Christian Bugge Henriksen, A. Nielsen, 1999 .

Spectral Identification of Plant Communities for Mapping of Semi-Natural Grasslands

G. B. Groom, Allan Aasbjerg Nielsen, Rasmus Ejrnæs, 2000 .

Multi-Channel Remote Sensing Data and Orthogonal Transformations for Change Detection

Allan Aasbjerg Nielsen, A. Nielsen, 1999 .