A test statistic in the complex Wishart distribution and its application to change detection in polarimetric SAR data

By K. Conradsen, Allan Aasbjerg Nielsen, J. Schou, H. Skriver. IEEE Transactions on Geoscience and Remote Sensing, 2003

496 citations recorded by the source corpus.

Subfields: Aerospace Engineering, Environmental Engineering, Media Technology

View Paper: https://www.semanticscholar.org/paper/6d5e366be85a576d9e59a46bc6200a8389d69460

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Citations in the corpus

Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery (2005, methodology): “876288 with multilayer perceptron and Kohonen neural networks [6], fuzzy-rule-based analysis [7], multisource (optical and SAR) and multitemporal data fusion [8], spatiotemporal contextual classification [9], [10], and likelihood ratio tests [11], [12].”
A review of polarimetry in the context of synthetic aperture radar: concepts and information extraction (2004, background): “…et al., 1994a; Joughin et al., 1994; Touzi and Lopes, 1996; Touzi et al., 1999) and as the basis of classification and segmentation algorithms (Lee et al., 1994b; 1999a; Ferro-Famil et al., 2001; Beaulieu and Touzi, 2004; Conradsen et al., 2003) and edge-detection techniques (Schou et al., 2003).”
NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(In)SAR Denoising (2015, methodology): “A criterion answering the aforementioned hypothesis test with independent Wishart distributed covariance matrices C 1 and C 2 is given by the GLR [45], [46]”
Multivariate Rank-Based Distribution-Free Nonparametric Testing Using Measure Transportation (2019, background): “, in pharmaceutical studies [38], causal inference [40], remote sensing [29], econometrics [97], etc.”
Multimodal Classification of Remote Sensing Images: A Review and Future Directions (2015, methodology): “To this end, techniques such as change vector analysis, image differencing and ratioing [146], information-theoretic distances [152], likelihood ratios [153], or copula functions [154] can be applied.”