Binary Partition Tree for Polarimetric SAR data
Resource Type | Date |
---|---|
Software | 2015-09-01 |
Description
This C++ software was developed in the context of the PhD thesis of Alberto Alonso-Gonzalez: Multidimensional and temporal SAR data representation and processing based on binary partition trees, PhD Thesis, May 2014
The software is available at: https://github.com/aalgo/TSCBPT
It contains the code that implements the Binary Partition Tree technique for processing Polarimetric SAR data, as described in [1]. Additionally, the command line tool is able to process several acquisitions, in order to perform the time series BPT-based processing described in [2]. Finally, the tool also implements the Distance Based Bilateral filtering technique, as described in [3], in order to filter & regularize covariance matrices and preserve the spatial resolution.
[1] Alonso-Gonzalez, A.; Lopez-Martinez, C.; Salembier, P., Filtering and Segmentation of Polarimetric SAR Data Based on Binary Partition Trees, Geoscience and Remote Sensing, IEEE Transactions on, vol.50, no.2, pp.593, 605, Feb. 2012
[2] Alonso-Gonzalez, A.; Lopez-Martinez, C.; Salembier, P., PolSAR Time Series Processing with Binary Partition Trees, Geoscience and Remote Sensing, IEEE Transactions on, vol.52, no.6, pp.3553, 3567, June 2014
[3] Alonso-González, A.; López-Martínez, C.; Salembier, P.; Deng, X., Bilateral Distance Based Filtering for Polarimetric SAR Data, Remote Sensing, 2013, 5, 5620-5641.
People involved
Philippe Salembier | Professor |
Related Projects
Related Publications
“PolSAR Time Series Processing with Binary Partition Trees”, IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 6, pp. 3553 – 3567, 2014. (4.07 MB) | ,
“Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree”, Proceedings of the IEEE, vol. 101, no. 3, pp. 723 - 747, 2013. (4.46 MB) | ,
“Bilateral Distance Based Filtering for Polarimetric SAR Data”, Remote Sensing, vol. 5, no. 11, pp. 5620-5641, 2013. (13.7 MB) | ,
“Filtering and Segmentation of Polarimetric SAR Data Based on Binary Partition Trees”, IEEE transactions on geoscience and remote sensing, vol. 50, pp. 593–605, 2012. (2.02 MB) | ,