References
- Achanta, R., A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Süsstrunk. 2012. “SLIC Superpixels Compared to State-of-the-Art Superpixel Methods.” IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (11): 2274–2282. doi:10.1109/TPAMI.2012.120.
- Anfinsen, S. N., R. Jenssen, and T. Eltoft. 2007. “Spectral Clustering of Polarimetric SAR Data with Wishart-Derived Distance Measures.” In 3rd International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, (POLInSAR 2007), Esrin, January 22–26. Esrin: ESA.
- Cao, F., W. Hong, Y.-R. Wu, and E. Pottier. 2007. “An Unsupervised Segmentation with an Adaptive Number of Clusters Using the SPAN/H/α/A Space and the Complex Wishart Clustering for Fully Polarimetric SAR Data Analysis.” IEEE Transactions on Geoscience and Remote Sensing 45 (11): 3454–3467. doi:10.1109/TGRS.2007.907601.
- Chen, X.-L., and D. Cai. 2011. “Large Scale Spectral Clustering with Landmark-Based Representation.” In 25th AAAI Conference on Artificial Intelligence, (AAAI 2011), San Francisco, CA, August 7–11, 313–318. San Francisco, CA: AAAI Press.
- Cherian, A., S. Sra, A. Banerjee, and N. Papanikolopoulos. 2012. “Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices.” IEEE Transactions on Pattern Analysis and Machine Intelligence 6 (9): 2161–2174.
- Conradsen, K., A. A. Nielsen, J. Schou, and H. Skriver. 2003. “A Test Statistic in the Complex Wishart Distribution and Its Application to Change Detection in Polarimetric SAR Data.” IEEE Transactions on Geoscience and Remote Sensing 41 (1): 4–19. doi:10.1109/TGRS.2002.808066.
- Ersahin, K., I. G. Cumming, and R. K. Ward. 2007. “Segmentation of Polarimetric SAR Data Using Contour Information via Spectral Graph Partitioning.” In IEEE International Geoscience and Remote Sensing Symposium, (IGARSS 2007), Barcelona, July 23–27, 2240–2243. Barcelona: IEEE.
- Ersahin, K., I. G. Cumming, and R. K. Ward. 2010. “Segmentation and Classification of Polarimetric SAR Data Using Spectral Graph Partitioning.” IEEE Transactions on Geoscience and Remote Sensing 48 (1): 164–174. doi:10.1109/TGRS.2009.2024303.
- Ersahin, K., I. G. Cumming, and M. J. Yedlin. 2006. “Classification of Polarimetric SAR Data Using Spectral Graph Partitioning.” In IEEE International Geoscience and Remote Sensing Symposium, (IGARSS 2006), Denver, CO, July 31– August 4, 1756–1759. Denver, CO: IEEE.
- Feng, J., Z.-J. Cao, and Y.-M. Pi. 2014. “Polarimetric Contextual Classification of PolSAR Images Using Sparse Representation and Superpixels.” Remote Sensing 6: 7158–7181. doi:10.3390/rs6087158.
- Foody, G. M. 2002. “Status of Land Cover Classification Accuracy Assessment.” Remote Sensing of Environment 80 (1): 185–201. doi:10.1016/S0034-4257(01)00295-4.
- Freeman, A., and S. L. Durden. 1998. “A Three-Component Scattering Model for Polarimetric SAR Data.” IEEE Transactions on Geoscience and Remote Sensing 36 (3): 963–973. doi:10.1109/36.673687.
- Goodman, N. R. 1963. “Statistical Analysis Based on a Certain Multivariate Complex Gaussian Distribution (An Introduction).” The Annals of Mathematical Statistics 34 (1): 152–177. doi:10.1214/aoms/1177704250.
- Lee, J.-S., M. R. Grunes, T. L. Ainsworth, L.-J. Du, D. L. Schuler, and S. R. Cloude. 1999. “Unsupervised Classification Using Polarimetric Decomposition and the Complex Wishart Classifier.” IEEE Transactions on Geoscience and Remote Sensing 37 (5): 2249–2258. doi:10.1109/36.789621.
- Lee, J.-S., M. R. Grunes, and G. De Grandi. 1999. “Polarimetric SAR Speckle Filtering and Its Implication for Classification.” IEEE Transactions on Geoscience and Remote Sensing 37 (5): 2363–2373. doi:10.1109/36.789635.
- Lee, J. S., M. R. Grunes, and R. Kwok. 1994. “Classification of Multi-Look Polarimetric SAR Imagery Based on Complex Wishart Distribution.” International Journal of Remote Sensing 15 (11): 2299–2311. doi:10.1080/01431169408954244.
- Lee, J.-S., M. R. Grunes, E. Pottier, and L. Ferro-Famil. 2004. “Unsupervised Terrain Classification Preserving Polarimetric Scattering Characteristics.” IEEE Transactions on Geoscience and Remote Sensing 42 (4): 722–731. doi:10.1109/TGRS.2003.819883.
- Lee, J.-S., and E. Pottier. 2009. Polarimetric Radar Imaging: From Basics to Applications. Boca Raton, FL: CRC Press.
- Liu, W., J.-F. He, and S.-F. Chang. 2010. “Large Graph Construction for Scalable Semi-Supervised Learning.” In 27th International Conference on Machine Learning, (ICML 2010), Haifa, June 21–24, 679–686. Haifa: Omnipress.
- Luxburg, U. V. 2007. “A Tutorial on Spectral Clustering.” Statistics and Computing 17 (4): 395–416. doi:10.1007/s11222-007-9033-z.
- Ng, A. Y., M. I. Jordan, and Y. Weiss. 2001. “On Spectral Clustering: Analysis and an algorithm.” In Neural Information Processing Systems: Natural and Synthetic, (NIPS 2001), Vancouver, December 3–8, 849–856. Vancouver: MIT Press.
- Pottier, E., and J.-S. Lee. 2000. “Unsupervised Classification Scheme of POLSAR Images Based on the Complex Wishart Distribution and the H/α/A Polarimetric Decomposition Theorem.” In 3rd European Conference on Synthetic Aperture Radar (EUSAR 2000), Munich, May 23–25, 265–268. Munich: VDE.
- Saad, Y. 1992. Numerical Methods for Large Eigenvalue Problems. Manchester: Manchester University Press.
- Shi, J. B., and J. Malik. 2000. “Normalized Cuts and Image Segmentation.” IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (8): 888–905. doi:10.1109/34.868688.
- Xiang, D.-L., T. Tang, L.-J. Zhao, and Y. Su. 2013. “Superpixel Generating Algorithm Based on Pixel Intensity and Location Similarity for SAR Image Classification.” IEEE Geoscience and Remote Sensing Letters 10: 1414–1418. doi:10.1109/LGRS.2013.2259214.
- Yang, W., H. Song, G.-S. Xia, and X. Xu. 2013. “On the Mixed Scattering Mechanism Analysis of Model-Based Decomposition for Polarimetric Sar Data.” Progress In Electromagnetics Research B 52: 327–345. doi:10.2528/PIERB13040604.
- Yang, W., T.-Y. Zou, H. Sun, and X. Xu. 2008. “Improved Unsupervised Classification Based on Freeman-Durden Polarimetric Decomposition.” In 7th European Conference on Synthetic Aperture Radar, (EUSAR 2008), Friedrichshafen, June 2–5, 1–4. Friedrichshafen: VDE.