Björn Waske

Orcid: 0000-0002-2586-3748

Affiliations:
  • Osnabrück University, Germany
  • FU Berlin, Germany (former)


According to our database1, Björn Waske authored at least 61 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Multi-Stage Feature Fusion of Multispectral and SAR Satellite Images for Seasonal Crop-Type Mapping at Regional Scale Using an Adapted 3D U-Net Model.
Remote. Sens., September, 2024

Classifying Stand Compositions in Clover Grass Based on High-Resolution Multispectral UAV Images.
Remote. Sens., July, 2024

An Integrated Approach for Landscape Element Detection and Characterization using Sentinel-2 AND EnMAP Data.
Proceedings of the IGARSS 2024, 2024

Mapping Trees Outside Forests Using Semantic Segmentation.
Proceedings of the IGARSS 2024, 2024

2023
Detecting Historical Terrain Anomalies With UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Analyzing Gradual Vegetation Changes in the Athabasca Oil Sands Region Using Landsat Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022
Estimating LAI From Winter Wheat Using UAV Data and CNNs.
IEEE Geosci. Remote. Sens. Lett., 2022

Towards Daily High-resolution Inundation Observations using Deep Learning and EO.
CoRR, 2022

Mapping Lower Saxony's salt marshes using temporal metrics of multi-sensor satellite data.
Int. J. Appl. Earth Obs. Geoinformation, 2022

2020
Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series.
Int. J. Appl. Earth Obs. Geoinformation, 2020

2019
Mapping Chestnut Stands Using Bi-Temporal VHR Data.
Remote. Sens., 2019

Mapping land cover change in northern Brazil with limited training data.
Int. J. Appl. Earth Obs. Geoinformation, 2019

2018
Evaluation of Multi-Frequency SAR Images for Tropical Land Cover Mapping.
Remote. Sens., 2018

Effective water surface mapping in macrophyte-covered reservoirs in NE Brazil based on TerraSAR-X time series.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Land surface temperature trends as indicator of land use changes in wetlands.
Int. J. Appl. Earth Obs. Geoinformation, 2018

2017
Subpixel Mapping of Urban Areas Using EnMAP Data and Multioutput Support Vector Regression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Tropical land use land cover mapping in Pará (Brazil) using discriminative Markov random fields and multi-temporal TerraSAR-X data.
Int. J. Appl. Earth Obs. Geoinformation, 2017

Synergetic potentials of C-band SAR and multi-spectral imagery for tropical classifications in Northern Mato Grosso (BR).
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Shapelet-Based Sparse Representation for Landcover Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring.
Remote. Sens., 2016

Importance of spatially distributed hydrologic variables for land use change modeling.
Environ. Model. Softw., 2016

2015
Landcover classification with self-taught learning on archetypal dictionaries.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Pattern Recognition and Classification.
Proceedings of the Encyclopedia of Remote Sensing, 2014

Decision Fusion, Classification of Multisource Data.
Proceedings of the Encyclopedia of Remote Sensing, 2014

Mapping Land Management Regimes in Western Ukraine Using Optical and SAR Data.
Remote. Sens., 2014

Can I Trust My One-Class Classification?
Remote. Sens., 2014

Import Vector Machines for Quantitative Analysis of Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2014

Superpixel-based classification of hyperspectral data using sparse representation and conditional random fields.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

2012
Incremental Import Vector Machines for Classifying Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2012

Automatic Detection of Rivers in High-Resolution SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

I<sup>2</sup>VM: Incremental import vector machines.
Image Vis. Comput., 2012

imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests.
Environ. Model. Softw., 2012

Unsupervised river detection in RapidEye data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Import vector machines based classification of multisensor remote sensing data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Incremental import vector machines for large area land cover classification.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2010

Morphological Attribute Profiles for the Analysis of Very High Resolution Images.
IEEE Trans. Geosci. Remote. Sens., 2010

Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images.
Pattern Recognit. Lett., 2010

Derivation of stress severities in wheat from hyperspectral data using support vector regression.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

2009
Hypertemporal Classification of Large Areas Using Decision Fusion.
IEEE Geosci. Remote. Sens. Lett., 2009

Impact of different morphological profiles on the classification accuracy of urban hyperspectral data.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Ensemble Methods for Spectral-spatial Classification of Urban Hyperspectral Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Speckle Reduction of TerraSAR-X Imagery using TV Segmentation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images.
Proceedings of the International Conference on Image Processing, 2009

2008
Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion.
IEEE Trans. Geosci. Remote. Sens., 2008

Semi-Supervised Classifier Ensembles for Classifying Remote Sensing Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Land-Cover Classification of Hypertemporal Data using Ensemble Systems.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Ensemble Methods for Classification of Hyperspectral Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Classifying multisensor remote sensing data : Concepts, Algorithms and Applications
PhD thesis, 2007

Fusion of Support Vector Machines for Classification of Multisensor Data.
IEEE Trans. Geosci. Remote. Sens., 2007

A Segment-Based Speckle Filter Using Multisensoral Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2007

Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Remote sensing data assimilation for regional crop growth modelling in the region of Bonn (Germany).
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Random Feature Selection for Decision Tree Classification of Multi-temporal SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2004
Derivation of hydrological parameters from ENVISAT ASAR wide swath data.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004


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