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Björn Waske
Person information
- affiliation: Osnabrück University, Germany
- affiliation (former): FU Berlin, Germany
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2020 – today
- 2024
- [j33]Konstantin Nahrstedt, Tobias Reuter, Dieter Trautz, Björn Waske, Thomas Jarmer:
Classifying Stand Compositions in Clover Grass Based on High-Resolution Multispectral UAV Images. Remote. Sens. 16(14): 2684 (2024) - [j32]Lucas Wittstruck, Thomas Jarmer, Björn Waske:
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. 16(17): 3115 (2024) - [c24]Moritz Lucas, Viacheslav Barkov, Ralf Pecenka, Martin Atzmueller, Björn Waske:
Mapping Trees Outside Forests Using Semantic Segmentation. IGARSS 2024: 4435-4438 - [c23]Manuel Reese, Björn Waske:
An Integrated Approach for Landscape Element Detection and Characterization using Sentinel-2 AND EnMAP Data. IGARSS 2024: 7849-7852 - 2023
- [j31]Moritz Lucas, Antara Dasgupta, Björn Waske:
Analyzing Gradual Vegetation Changes in the Athabasca Oil Sands Region Using Landsat Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1365-1377 (2023) - [j30]Marcel Storch, Norbert de Lange, Thomas Jarmer, Björn Waske:
Detecting Historical Terrain Anomalies With UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3158-3173 (2023) - 2022
- [j29]Kim-Jana Stückemann, Björn Waske:
Mapping Lower Saxony's salt marshes using temporal metrics of multi-sensor satellite data. Int. J. Appl. Earth Obs. Geoinformation 115: 103123 (2022) - [j28]Lucas Wittstruck, Thomas Jarmer, Dieter Trautz, Björn Waske:
Estimating LAI From Winter Wheat Using UAV Data and CNNs. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [i4]Antara Dasgupta, Lasse Hybbeneth, Björn Waske:
Towards Daily High-resolution Inundation Observations using Deep Learning and EO. CoRR abs/2208.09135 (2022) - 2020
- [j27]Kristin Fenske, Hannes Feilhauer, Michael Förster, Marion Stellmes, Björn Waske:
Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series. Int. J. Appl. Earth Obs. Geoinformation 87: 102036 (2020)
2010 – 2019
- 2019
- [j26]Merry Crowson, Ron Hagensieker, Björn Waske:
Mapping land cover change in northern Brazil with limited training data. Int. J. Appl. Earth Obs. Geoinformation 78: 202-214 (2019) - [j25]Francesca Marchetti, Björn Waske, Manuel Arbelo, José Andrés Moreno Ruiz, Alfonso Alonso-Benito:
Mapping Chestnut Stands Using Bi-Temporal VHR Data. Remote. Sens. 11(21): 2560 (2019) - 2018
- [j24]Shuping Zhang, Saskia Foerster, Pedro Medeiros, José Carlos de Araújo, Björn Waske:
Effective water surface mapping in macrophyte-covered reservoirs in NE Brazil based on TerraSAR-X time series. Int. J. Appl. Earth Obs. Geoinformation 69: 41-55 (2018) - [j23]Javier Muro, Adrian Strauch, Sascha Heinemann, Stefanie Steinbach, Frank Thonfeld, Björn Waske, Bernd Diekkrüger:
Land surface temperature trends as indicator of land use changes in wetlands. Int. J. Appl. Earth Obs. Geoinformation 70: 62-71 (2018) - [j22]Max J. Steinhausen, Paul D. Wagner, Balaji Narasimhan, Björn Waske:
Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions. Int. J. Appl. Earth Obs. Geoinformation 73: 595-604 (2018) - [j21]Ron Hagensieker, Björn Waske:
Evaluation of Multi-Frequency SAR Images for Tropical Land Cover Mapping. Remote. Sens. 10(2): 257 (2018) - 2017
- [j20]Ron Hagensieker, Ribana Roscher, Johannes Rosentreter, Benjamin Jakimow, Björn Waske:
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 63: 244-256 (2017) - [j19]Johannes Rosentreter, Ron Hagensieker, Akpona Okujeni, Ribana Roscher, Paul D. Wagner, Björn Waske:
Subpixel Mapping of Urban Areas Using EnMAP Data and Multioutput Support Vector Regression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(5): 1938-1948 (2017) - [c22]Ron Hagensieker, Björn Waske:
Synergetic potentials of C-band SAR and multi-spectral imagery for tropical classifications in Northern Mato Grosso (BR). IGARSS 2017: 5486-5489 - [i3]Ribana Roscher, Björn Waske, Wolfgang Förstner:
Incremental Import Vector Machines for Classifying Hyperspectral Data. CoRR abs/1708.05966 (2017) - [i2]Ribana Roscher, Björn Waske:
Shapelet-based Sparse Representation for Landcover Classification of Hyperspectral Images. CoRR abs/1708.05974 (2017) - [i1]Ron Hagensieker, Ribana Roscher, Johannes Rosentreter, Benjamin Jakimow, Björn Waske:
Tropical Land Use Land Cover Mapping in Pará (Brazil) using Discriminative Markov Random Fields and Multi-temporal TerraSAR-X Data. CoRR abs/1709.07794 (2017) - 2016
- [j18]Paul D. Wagner, Björn Waske:
Importance of spatially distributed hydrologic variables for land use change modeling. Environ. Model. Softw. 83: 245-254 (2016) - [j17]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:
A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring. Remote. Sens. 8(1): 70 (2016) - [j16]Ribana Roscher, Björn Waske:
Shapelet-Based Sparse Representation for Landcover Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54(3): 1623-1634 (2016) - 2015
- [c21]Ribana Roscher, Christoph Römer, Björn Waske, Lutz Plümer:
Landcover classification with self-taught learning on archetypal dictionaries. IGARSS 2015: 2358-2361 - 2014
- [j15]Stefan Suess, Sebastian van der Linden, Pedro J. Leitão, Akpona Okujeni, Björn Waske, Patrick Hostert:
Import Vector Machines for Quantitative Analysis of Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 11(2): 449-453 (2014) - [j14]Jan Stefanski, Tobias Kuemmerle, Oleh Chaskovskyy, Patrick Griffiths, Vassiliy Havryluk, Jan Knorn, Nikolas Korol, Anika Sieber, Björn Waske:
Mapping Land Management Regimes in Western Ukraine Using Optical and SAR Data. Remote. Sens. 6(6): 5279-5305 (2014) - [j13]Benjamin Mack, Ribana Roscher, Björn Waske:
Can I Trust My One-Class Classification? Remote. Sens. 6(9): 8779-8802 (2014) - [c20]Ribana Roscher, Björn Waske:
Superpixel-based classification of hyperspectral data using sparse representation and conditional random fields. IGARSS 2014: 3674-3677 - [r2]Björn Waske, Jón Atli Benediktsson:
Decision Fusion, Classification of Multisource Data. Encyclopedia of Remote Sensing 2014: 140-144 - [r1]Björn Waske, Jón Atli Benediktsson:
Pattern Recognition and Classification. Encyclopedia of Remote Sensing 2014: 503-509 - 2013
- [j12]Jan Stefanski, Benjamin Mack, Björn Waske:
Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(6): 2492-2504 (2013) - 2012
- [j11]Björn Waske, Sebastian van der Linden, Carsten Oldenburg, Benjamin Jakimow, Andreas Rabe, Patrick Hostert:
imageRF - A user-oriented implementation for remote sensing image analysis with Random Forests. Environ. Model. Softw. 35: 192-193 (2012) - [j10]Ribana Roscher, Wolfgang Förstner, Björn Waske:
I2VM: Incremental import vector machines. Image Vis. Comput. 30(4-5): 263-278 (2012) - [j9]Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot:
Automatic Detection of Rivers in High-Resolution SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(5): 1364-1372 (2012) - [j8]Ribana Roscher, Björn Waske, Wolfgang Förstner:
Incremental Import Vector Machines for Classifying Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 50(9): 3463-3473 (2012) - [c19]Sascha Klemenjak, Björn Waske, Silvia Valero, Jocelyn Chanussot:
Unsupervised river detection in RapidEye data. IGARSS 2012: 6860-6863 - 2011
- [c18]Ribana Roscher, Björn Waske, Wolfgang Förstner:
Incremental import vector machines for large area land cover classification. ICCV Workshops 2011: 243-248 - [c17]Björn Waske, Ribana Roscher, Sascha Klemenjak:
Import vector machines based classification of multisensor remote sensing data. IGARSS 2011: 2931-2934 - 2010
- [j7]Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske:
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. Pattern Recognit. Lett. 31(10): 1120-1127 (2010) - [j6]Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert:
Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 48(7): 2880-2889 (2010) - [j5]Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone:
Morphological Attribute Profiles for the Analysis of Very High Resolution Images. IEEE Trans. Geosci. Remote. Sens. 48(10): 3747-3762 (2010) - [c16]Thorsten Mewes, Björn Waske, Jonas Franke, Gunter Menz:
Derivation of stress severities in wheat from hyperspectral data using support vector regression. WHISPERS 2010: 1-4 - [e1]Jón Atli Benediktsson, Jocelyn Chanussot, Björn Waske:
2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010, Reykjavik, Iceland, 14-16, June, 2010. IEEE 2010 [contents]
2000 – 2009
- 2009
- [j4]Thomas Udelhoven, Sebastian van der Linden, Björn Waske, Marion Stellmes, Lucien Hoffmann:
Hypertemporal Classification of Large Areas Using Decision Fusion. IEEE Geosci. Remote. Sens. Lett. 6(3): 592-596 (2009) - [c15]Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson, Hugues Talbot, Björn Waske:
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. ICIP 2009: 3725-3728 - [c14]Mauro Dalla Mura, Jón Atli Benediktsson, Björn Waske, Lorenzo Bruzzone:
Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images. IGARSS (3) 2009: 97-100 - [c13]Johannes R. Sveinsson, Björn Waske, Jón Atli Benediktsson:
Speckle Reduction of TerraSAR-X Imagery using TV Segmentation. IGARSS (4) 2009: 458-461 - [c12]Xin-Lu Wang, Björn Waske, Jón Atli Benediktsson:
Ensemble Methods for Spectral-spatial Classification of Urban Hyperspectral Data. IGARSS (4) 2009: 944-947 - [c11]Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson:
Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification. IGARSS (4) 2009: 952-955 - [c10]Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson:
Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data. MCS 2009: 62-71 - [c9]Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson:
Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data. MCS 2009: 375-384 - [c8]Björn Waske, Sebastian van der Linden, Jón Atli Benediktsson, Andreas Rabe, Patrick Hostert:
Impact of different morphological profiles on the classification accuracy of urban hyperspectral data. WHISPERS 2009: 1-4 - 2008
- [j3]Björn Waske, Sebastian van der Linden:
Classifying Multilevel Imagery From SAR and Optical Sensors by Decision Fusion. IEEE Trans. Geosci. Remote. Sens. 46(5): 1457-1466 (2008) - [c7]Jón Atli Benediktsson, Xavier Ceamanos, Björn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel:
Ensemble Methods for Classification of Hyperspectral Data. IGARSS (1) 2008: 62-65 - [c6]Björn Waske, Jón Atli Benediktsson:
Semi-Supervised Classifier Ensembles for Classifying Remote Sensing Data. IGARSS (2) 2008: 105-108 - [c5]Thomas Udelhoven, Björn Waske, Sebastian van der Linden, Sonia Heitz:
Land-Cover Classification of Hypertemporal Data using Ensemble Systems. IGARSS (3) 2008: 1012-1015 - 2007
- [b1]Björn Waske:
Classifying multisensor remote sensing data : Concepts, Algorithms and Applications. University of Bonn, Germany, 2007 - [j2]Björn Waske, Matthias H. Braun, Gunter Menz:
A Segment-Based Speckle Filter Using Multisensoral Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 4(2): 231-235 (2007) - [j1]Björn Waske, Jón Atli Benediktsson:
Fusion of Support Vector Machines for Classification of Multisensor Data. IEEE Trans. Geosci. Remote. Sens. 45(12-1): 3858-3866 (2007) - [c4]Vanessa Heinzel, Björn Waske, Matthias H. Braun, Gunter Menz:
Remote sensing data assimilation for regional crop growth modelling in the region of Bonn (Germany). IGARSS 2007: 3647-3650 - [c3]Björn Waske, Gunter Menz, Jón Atli Benediktsson:
Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas. IGARSS 2007: 4842-4845 - 2006
- [c2]Björn Waske, Sebastian Schiefer, Matthias H. Braun:
Random Feature Selection for Decision Tree Classification of Multi-temporal SAR Data. IGARSS 2006: 168-171 - 2004
- [c1]Alexander Löw, Björn Waske, Ralf Ludwig, Wolfram Mauser:
Derivation of hydrological parameters from ENVISAT ASAR wide swath data. IGARSS 2004: 3522-3525
Coauthor Index
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last updated on 2024-09-28 01:30 CEST by the dblp team
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