Björn Waske

According to our database, Björn Waske authored at least 57 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Detecting Historical Terrain Anomalies With UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines.

Marcel Storch, Norbert de Lange, Thomas Jarmer, Björn Waske

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Analyzing Gradual Vegetation Changes in the Athabasca Oil Sands Region Using Landsat Data.

Moritz Lucas, Antara Dasgupta, Björn Waske

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

Estimating LAI From Winter Wheat Using UAV Data and CNNs.

Lucas Wittstruck, Thomas Jarmer, Dieter Trautz, Björn Waske

IEEE Geosci. Remote. Sens. Lett., 2022

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

Antara Dasgupta, Lasse Hybbeneth, Björn Waske

CoRR, 2022

Mapping Lower Saxony's salt marshes using temporal metrics of multi-sensor satellite data.

Kim-Jana Stückemann, Björn Waske

Int. J. Appl. Earth Obs. Geoinformation, 2022

2020

Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series.

Kristin Fenske, Hannes Feilhauer, Michael Förster, Marion Stellmes, Björn Waske

Int. J. Appl. Earth Obs. Geoinformation, 2020

2019

Mapping Chestnut Stands Using Bi-Temporal VHR Data.

Francesca Marchetti, Björn Waske, Manuel Arbelo, José Andrés Moreno Ruiz, Alfonso Alonso-Benito

Remote. Sens., 2019

Mapping land cover change in northern Brazil with limited training data.

Merry Crowson, Ron Hagensieker, Björn Waske

Int. J. Appl. Earth Obs. Geoinformation, 2019

2018

Evaluation of Multi-Frequency SAR Images for Tropical Land Cover Mapping.

Ron Hagensieker, Björn Waske

Remote. Sens., 2018

Effective water surface mapping in macrophyte-covered reservoirs in NE Brazil based on TerraSAR-X time series.

Shuping Zhang, Saskia Foerster, Pedro Medeiros, José Carlos de Araújo, Björn Waske

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.

Max J. Steinhausen, Paul D. Wagner, Balaji Narasimhan, Björn Waske

Int. J. Appl. Earth Obs. Geoinformation, 2018

Land surface temperature trends as indicator of land use changes in wetlands.

Javier Muro, Adrian Strauch, Sascha Heinemann, Stefanie Steinbach, Frank Thonfeld, Björn Waske, Bernd Diekkrüger

Int. J. Appl. Earth Obs. Geoinformation, 2018

2017

Subpixel Mapping of Urban Areas Using EnMAP Data and Multioutput Support Vector Regression.

Johannes Rosentreter, Ron Hagensieker, Akpona Okujeni, Ribana Roscher, Paul D. Wagner, Björn Waske

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.

Ron Hagensieker, Ribana Roscher, Johannes Rosentreter, Benjamin Jakimow, Björn Waske

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).

Ron Hagensieker, Björn Waske

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Shapelet-Based Sparse Representation for Landcover Classification of Hyperspectral Images.

Ribana Roscher, Björn Waske

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.

Neha P. Joshi, Matthias Baumann, Andrea Ehammer, Rasmus Fensholt, Kenneth Grogan, Patrick Hostert, Martin Rudbeck Jepsen, Tobias Kuemmerle, Patrick Meyfroidt, Edward T. A. Mitchard, Johannes Reiche, Casey M. Ryan, Björn Waske

Remote. Sens., 2016

Importance of spatially distributed hydrologic variables for land use change modeling.

Paul D. Wagner, Björn Waske

Environ. Model. Softw., 2016

2015

Landcover classification with self-taught learning on archetypal dictionaries.

Ribana Roscher, Christoph Römer, Björn Waske, Lutz Plümer

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Pattern Recognition and Classification.

Björn Waske, Jón Atli Benediktsson

Proceedings of the Encyclopedia of Remote Sensing, 2014

Decision Fusion, Classification of Multisource Data.

Björn Waske, Jón Atli Benediktsson

Proceedings of the Encyclopedia of Remote Sensing, 2014

Mapping Land Management Regimes in Western Ukraine Using Optical and SAR Data.

Jan Stefanski, Tobias Kuemmerle, Oleh Chaskovskyy, Patrick Griffiths, Vassiliy Havryluk, Jan Knorn, Nikolas Korol, Anika Sieber, Björn Waske

Remote. Sens., 2014

Can I Trust My One-Class Classification?

Benjamin Mack, Ribana Roscher, Björn Waske

Remote. Sens., 2014

Import Vector Machines for Quantitative Analysis of Hyperspectral Data.

Stefan Suess, Sebastian van der Linden, Pedro J. Leitão, Akpona Okujeni, Björn Waske, Patrick Hostert

IEEE Geosci. Remote. Sens. Lett., 2014

Superpixel-based classification of hyperspectral data using sparse representation and conditional random fields.

Ribana Roscher, Björn Waske

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.

Jan Stefanski, Benjamin Mack, Björn Waske

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

2012

Incremental Import Vector Machines for Classifying Hyperspectral Data.

Ribana Roscher, Björn Waske, Wolfgang Förstner

IEEE Trans. Geosci. Remote. Sens., 2012

Automatic Detection of Rivers in High-Resolution SAR Data.

Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

I²VM: Incremental import vector machines.

Ribana Roscher, Wolfgang Förstner, Björn Waske

Image Vis. Comput., 2012

imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests.

Björn Waske, Sebastian van der Linden, Carsten Oldenburg, Benjamin Jakimow, Andreas Rabe, Patrick Hostert

Environ. Model. Softw., 2012

Unsupervised river detection in RapidEye data.

Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Import vector machines based classification of multisensor remote sensing data.

Björn Waske, Ribana Roscher, Sascha Klemenjak

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Incremental import vector machines for large area land cover classification.

Ribana Roscher, Björn Waske, Wolfgang Förstner

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.

Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert

IEEE Trans. Geosci. Remote. Sens., 2010

Morphological Attribute Profiles for the Analysis of Very High Resolution Images.

Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2010

Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images.

Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske

Pattern Recognit. Lett., 2010

Derivation of stress severities in wheat from hyperspectral data using support vector regression.

Thorsten Mewes, Björn Waske, Jonas Franke, Gunter Menz

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.

Thomas Udelhoven, Sebastian van der Linden, Björn Waske, Marion Stellmes, Lucien Hoffmann

IEEE Geosci. Remote. Sens. Lett., 2009

Impact of different morphological profiles on the classification accuracy of urban hyperspectral data.

Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert

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.

Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data.

Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification.

Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Ensemble Methods for Spectral-spatial Classification of Urban Hyperspectral Data.

Xin-Lu Wang, Björn Waske, Jón Atli Benediktsson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Speckle Reduction of TerraSAR-X Imagery using TV Segmentation.

Johannes R. Sveinsson, Björn Waske, Jón Atli Benediktsson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images.

Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone

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.

Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske

Proceedings of the International Conference on Image Processing, 2009

2008

Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion.

Björn Waske, Sebastian van der Linden

IEEE Trans. Geosci. Remote. Sens., 2008

Semi-Supervised Classifier Ensembles for Classifying Remote Sensing Data.

Björn Waske, Jón Atli Benediktsson

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Land-Cover Classification of Hypertemporal Data using Ensemble Systems.

Thomas Udelhoven, Björn Waske, Sebastian van der Linden, Sonia Heitz

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Ensemble Methods for Classification of Hyperspectral Data.

Jón Atli Benediktsson, Xavier Ceamanos, Björn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Classifying multisensor remote sensing data : Concepts, Algorithms and Applications

Björn Waske

PhD thesis, 2007

Fusion of Support Vector Machines for Classification of Multisensor Data.

Björn Waske, Jón Atli Benediktsson

IEEE Trans. Geosci. Remote. Sens., 2007

A Segment-Based Speckle Filter Using Multisensoral Remote Sensing Imagery.

Björn Waske, Matthias H. Braun, Gunter Menz

IEEE Geosci. Remote. Sens. Lett., 2007

Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas.

Björn Waske, Gunter Menz, Jón Atli Benediktsson

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).

Vanessa Heinzel, Björn Waske, Matthias H. Braun, Gunter Menz

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

Random Feature Selection for Decision Tree Classification of Multi-temporal SAR Data.

Björn Waske, Sebastian Schiefer, Matthias H. Braun

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2004

Derivation of hydrological parameters from ENVISAT ASAR wide swath data.

Alexander Löw, Björn Waske, Ralf Ludwig, Wolfram Mauser

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004