Allan Aasbjerg Nielsen

Allan Aasbjerg Nielsen

Danmarks Tekniske Universitet

H-index: 29

Europe-Denmark

About Allan Aasbjerg Nielsen

Allan Aasbjerg Nielsen, With an exceptional h-index of 29 and a recent h-index of 18 (since 2020), a distinguished researcher at Danmarks Tekniske Universitet, specializes in the field of Multivariate statistics, image processing, remote sensing, machine learning, data science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Rotation of Polarimetric SAR Covariance Matrices

Polarimetric SAR Features for Vehicle Detection in Natural surroundings

A version of the Cloude/van Zyl decomposition for full/quad pol synthetic aperture radar data

Détection de séries de changements dans des séries d’images SAR polarimétriques

The eigenvector-eigenvalue identity applied to fast calculation of polSAR scattering characterization

Test statistics for reflection symmetry, applications to quad-polarimetric SAR data for detection of man-made structures

Change Detection in Dual Polarization Sentinel-1 Data with Wilks’ Lambda

Change detection in time-series of polarimetric SAR images

Allan Aasbjerg Nielsen Information

University

Position

Associate Professor Emeritus PhD DTU Compute - Applied

Citations(all)

5981

Citations(since 2020)

2173

Cited By

4675

hIndex(all)

29

hIndex(since 2020)

18

i10Index(all)

73

i10Index(since 2020)

31

Email

University Profile Page

Danmarks Tekniske Universitet

Google Scholar

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Allan Aasbjerg Nielsen Skills & Research Interests

Multivariate statistics

image processing

remote sensing

machine learning

data science

Top articles of Allan Aasbjerg Nielsen

Title

Journal

Author(s)

Publication Date

Rotation of Polarimetric SAR Covariance Matrices

Allan Aasbjerg Nielsen

2023/7

Polarimetric SAR Features for Vehicle Detection in Natural surroundings

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Open Access DOI:10.1109/JSTARS.2023.3269383

Paul Connetable

Allan Aasbjerg Nielsen

Knut Conradsen

Ernst Krogager

Henning Skriver

2023/4/21

A version of the Cloude/van Zyl decomposition for full/quad pol synthetic aperture radar data

Allan Aasbjerg Nielsen

Paul Jacques Connetable

Henning Skriver

Knut Conradsen

2022/11

Détection de séries de changements dans des séries d’images SAR polarimétriques

Détection de changements et analyse des séries temporelles d’images 1: Méthodes non supervisées

Knut Conradsen

Henning Skriver

Morton J Canty

Allan Aasbjerg Nielsen

2022/9/23

The eigenvector-eigenvalue identity applied to fast calculation of polSAR scattering characterization

IEEE Geoscience and Remote Sensing Letters, Open Access DOI:10.1109/LGRS.2022.3169994

Allan Aasbjerg Nielsen

2022/4/22

Test statistics for reflection symmetry, applications to quad-polarimetric SAR data for detection of man-made structures

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Open Access DOI:10.1109/JSTARS.2022.3162670

Paul Connetable

Knut Conradsen

Allan A. Nielsen

Henning Skriver

2022/3/22

Change Detection in Dual Polarization Sentinel-1 Data with Wilks’ Lambda

IEEE Geoscience and Remote Sensing Letters (Early Access 13 April 2021), DOI:10.1109/LGRS.2021.3068516

Allan Aasbjerg Nielsen

2022

Change detection in time-series of polarimetric SAR images

Knut Conradsen

Henning Skriver

Morton J. Canty

Allan A. Nielsen

2021/12

Forest Variable Estimation and Change Monitoring Solutions Based on Remote Sensing Big Data

Jukka Miettinen

Stéphanie Bonnet

Allan A Nielsen

Seppo Huurinainen

Renne Tergujeff

2021/8

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

Allan Aasbjerg Nielsen

Henning Skriver

Knut Conradsen

2021/7

Fast Matrix Based Computation of Eigenvalues in PolSAR Data

Allan Aasbjerg Nielsen

2021/7

Fusion of satellite SAR and passive microwave radiometer data for automated sea ice mapping and the expected impact of CIMR observations

Tore Wulf

Matilde Brandt Kreiner

Jørgen Buus-Hinkler

Rasmus T Tonboe

Jacob L Høyer

...

2021

Explainability in CNN Models by Means of Z-scores

arXiv preprint arXiv:2102.05874

David Malmgren-Hansen

Allan Aasbjerg Nielsen

Leif Toudal Pedersen

2021/2/11

Fast matrix based computation of eigenvalues and the Loewner order in PolSAR data

IEEE Geoscience and Remote Sensing Letters, DOI:10.1109/LGRS.2019.2952202

Allan Aasbjerg Nielsen

2020/10

Statistical Analysis of Changes in Sentinel-1 Time Series on the Google Earth Engine

Remote Sensing, Open access DOI:10.3390/rs12010046

Morton John Canty

Allan Aasbjerg Nielsen

Henning Skriver

Knut Conradsen

2020/1

Change detection in single- and multi-look polarimetric SAR data

Allan A Nielsen

Paul J Connetable

Knut Conradsen

Henning Skriver

Ernst Krogager

2020/9/21

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

IEEE Geoscience and Remote Sensing Letters, DOI:10.1109/LGRS.2019.2918636

Allan Aasbjerg Nielsen

Henning Skriver

Knut Conradsen

2020/2

Wishart-Based Adaptive Temporal Filtering of Polarimetric SAR Imagery

Remote Sensing, Open access DOI:10.3390/rs12152454

Morton J Canty

Allan A Nielsen

Henning Skriver

Knut Conradsen

2020/1

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

IEEE Transactions on Geoscience and Remote Sensing

David Malmgren-Hansen

Leif Toudal Pedersen

Allan Aasbjerg Nielsen

Matilde Brandt Kreiner

Roberto Saldo

...

2020/7/3

See List of Professors in Allan Aasbjerg Nielsen University(Danmarks Tekniske Universitet)

Co-Authors

H-index: 89
Gustau Camps-Valls

Gustau Camps-Valls

Universidad de Valencia

H-index: 39
Rasmus Ejrnæs

Rasmus Ejrnæs

Aarhus Universitet

H-index: 38
Rasmus Larsen

Rasmus Larsen

Danmarks Tekniske Universitet

H-index: 31
Bjarne Kjær Ersbøll

Bjarne Kjær Ersbøll

Danmarks Tekniske Universitet

H-index: 26
Leif Toudal Pedersen

Leif Toudal Pedersen

Danmarks Tekniske Universitet

H-index: 24
Henning Skriver

Henning Skriver

Danmarks Tekniske Universitet

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