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· 제목 : Generalized Principal Component Analysis (Hardcover)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 응용수학
· ISBN : 9780387878102
· 쪽수 : 566쪽
· 출판일 : 2016-04-12
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 응용수학
· ISBN : 9780387878102
· 쪽수 : 566쪽
· 출판일 : 2016-04-12
목차
Preface.- Acknowledgments.- Glossary of Notation.- Introduction.- I Modeling Data with Single Subspace.- Principal Component Analysis.- Robust Principal Component Analysis.- Nonlinear and Nonparametric Extensions.- II Modeling Data with Multiple Subspaces.- Algebraic-Geometric Methods.- Statistical Methods.- Spectral Methods.- Sparse and Low-Rank Methods.- III Applications.- Image Representation.- Image Segmentation.- Motion Segmentation.- Hybrid System Identification.- Final Words.- Appendices.- References.- Index.
