Concepedia

Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints

Moussa Sofiane Karoui, Yannick Deville, Shahram Hosseini, Abdelaziz Ouamri

Pattern Recognition · 2012 · 44 citations · 31 references

Concepts

ComputingGeoinformaticsRemote SensingSpatial AnalysisSpatial StatisticsDigital Image ProcessingDimensionality ReductionMultispectral ImagingRemote Sensing Image AnalysisSpatial ClusteringUnsupervised LearningBlind Source SeparationMultispectral AnalysisMultispectral Image AnalysisMultispectral SensingNon-blind Image RestorationNon-negative Matrix FactorizationSpectral Unmixing

References

31

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

Computing, Computer Science, Computer Vision +11

Algorithms for Non-negative Matrix Factorization

Daniel D. Lee, H. Sebastian Seung · 2000 · 5.5K citations

Computing, Computer Science, Mathematics +15

ALGORITHMS FOR NON-NEGATIVE MATRIX FACTORIZATION

D Seung, Lin-Wen Lee · 2001 · 4.8K citations

Computing, Computer Science, Mathematics +15

A validity measure for fuzzy clustering

Xiao‐Zhu Xie, G. Beni · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1991 · 3.4K citations

Computing, Computer Science, Computer Vision +15

Solving Least Squares Problems.

Robert F. Ling, C. L. Lawson, Richard Hanson · Journal of the American Statistical Association · 1977 · 2.8K citations

Natural Sciences, Mathematics, Algorithms +9