Hyperspectral Unmixing via L 1/2 Sparsity-Constrained Nonnegative Matrix Factorization
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Qian, Yuntao; Jia, Sen; Zhou, Jun; Robles-Kelly, Antonio
Description
Hyperspectral unmixing is a crucial preprocessing step for material classification and recognition. In the last decade, nonnegative matrix factorization (NMF) and its extensions have been intensively studied to unmix hyperspectral imagery and recover the
| Collections | ANU Research Publications |
|---|---|
| Date published: | 2011 |
| Type: | Journal article |
| URI: | http://hdl.handle.net/1885/64585 |
| Source: | IEEE Transactions on Geoscience and Remote Sensing |
| DOI: | 10.1109/TGRS.2011.2144605 |
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| File | Description | Size | Format | Image |
|---|---|---|---|---|
| 01_Qian_Hyperspectral_Unmixing_via_L_2011.pdf | 1.85 MB | Adobe PDF | Request a copy |
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