Announcement: All noncommercial projects registered to use Earth Engine before
April 15, 2025 must
verify noncommercial eligibility to maintain Earth Engine access.
ee.Image.matrixSingularValueDecomposition
Stay organized with collections
Save and categorize content based on your preferences.
Calculates the Singular Value Decomposition of the input matrix into U×S×V', such that U and V are orthogonal and S is diagonal. Returns an image with bands named 'U', 'S' and 'V'.
| Usage | Returns | Image.matrixSingularValueDecomposition() | Image |
| Argument | Type | Details | this: image | Image | Image of 2-D matrices to be decomposed. |
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[[["\u003cp\u003eThis operation calculates the Singular Value Decomposition (SVD) of a 2-D matrix image, breaking it down into three components: U, S, and V'.\u003c/p\u003e\n"],["\u003cp\u003eThe result is a new image containing bands named 'U', 'S', and 'V', representing the orthogonal matrices U and V, and the diagonal matrix S, respectively.\u003c/p\u003e\n"],["\u003cp\u003eSVD is a factorization method used in linear algebra to decompose a matrix into its constituent parts.\u003c/p\u003e\n"]]],[],null,["# ee.Image.matrixSingularValueDecomposition\n\nCalculates the Singular Value Decomposition of the input matrix into U×S×V', such that U and V are orthogonal and S is diagonal. Returns an image with bands named 'U', 'S' and 'V'.\n\n\u003cbr /\u003e\n\n| Usage | Returns |\n|--------------------------------------------|---------|\n| Image.matrixSingularValueDecomposition`()` | Image |\n\n| Argument | Type | Details |\n|---------------|-------|-----------------------------------------|\n| this: `image` | Image | Image of 2-D matrices to be decomposed. |"]]