Braun, Andreas Christian: Veröffentlichungen
| (fett/bold: Peer-reviewed Papers) | |
|
|
|
|
[12] |
Braun, A.C.; Weidner, U.; Echeverria, C.; Aguayo, M.; Rojas, C.; Niemeyer, J.; Kosov, J.; Rottensteiner, F.; Bähr, H.P.; Hinz, S. (2013): Design of a Spectral-Spatial Pattern Recognition Framework for Land use Mapping using Landsat Data - A case study in Chile. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, in print. |
| 2012 |
|
|
[11] |
Braun, A.C.; Weidner, U.; Hinz, S. (2012): Kernel composition for Change Detection in Medium Resolution Remote Sensing Data. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXIX-B7, XXII ISPRS Congress, 25.08. - 01.09.2012, Melbourne, Australia, 2012, 281-286 |
|
[10] |
Sturm-Hentschel, U.; Braun, A.C.; Hinz, S.; Vogt, J. (2012): Detecting and Charaterizing Settlement Changes in Developing Countries using VHSR data – case of the Coastal Area of Benin. Springer Book on 3rd EOGC – Earth Observation on Global Changes, (in print). |
|
[9] |
Braun, A.C.; Weidner, U.; Jutzi, B.; Hinz, S. (2012): Kernel composition with the one-against-one cascade for integrating external knowledge into SVM classification. Photogrammetrie, Fernerkundung, Geoinformation, 2012/4, pp. 371-384 |
|
[8] |
Braun, A.C.; Weidner, U.; Hinz, S. (2012): Classification in High-Dimensional Feature Spaces – Assessment Using SVM, IVM and RVM With Focus on Simulated EnMAP Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 5, No. 2, pp. 436-443 |
| 2011 | |
|
[7] |
Braun, A.C.; Weidner, U.; Hinz, S. (2011): Support Vector Machines, Import Vector Machines and Relevance Vector Machines for hyperspectral classification – a Comparison. In Proceedings: IEEE WHISPERS – Workshop on Hyperspectral Image and Signal Processing – Evolution in Remote Sensing , 2011. |
|
[6] |
Braun, A.C.; Weidner, U.; Jutzi, B.; Hinz, S. (2011): Integrating model knowledge into SVM classification – Fusing hyperspectral and laserscanning data by kernel composition. In Proceedings: ISPRS Hannover Workshop 2011. |
|
[5] |
Sturm, U.; Braun, A.C.; Hinz, S.; Vogt, J. (2011): Characterizing Settlement Changes and its Implications in the Coastal Area of Benin using high resolution data. In Proceedings: 3rd EOGC – Earth Observation on Global Changes, on CD-ROM. |
|
[4] |
Braun, A.C.; Weidner, U.; Hinz, S. (2011): Classifying Roof Materials using Data Fusion through Kernel Composition – Comparing v-SVM and One-class SVM. In Proceedings: JURSE – Joint Urban Remote Sensing Event, on CD-ROM. 2010. |
| 2010 | |
|
[3] |
Sturm, U.; Braun, A.C.; Hinz, S.; Vogt, J. (2010): Settlement process studies in developing countries using diverse remote sensing data types. In Proceedings: ISPRS Workshop on Remote Sensing Methods for Change Detection and Process Modelling, on CD-Rom. |
|
[2] |
Braun, A.C. (2010): Evaluation of One-class SVM for pixel-based and segment-based Classification in Remote Sensing. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XXXVIII (Part 3B), on CD-ROM. |
|
[1] |
Braun, A.C.; Weidner, U.; Hinz, S. (2010): Support Vector Machines for Vegetation Classification – A Revision. Photogrammetrie, Fernerkundung, Geoinformation, 2010/4, pp. 273-281. |
|
|