Dimensionality Reduction of Hyperspectral Images Based on Robust Spatial Information Using Locally Linear Embedding
Publisher:
Year
: 2014DOI: 10.1109/LGRS.2014.2306689
Keyword(s): computational complexity,data reduction,geophysical image processing,hyperspectral imaging,image classification,sorting,RSLLE method,hyperspectral data dimensionality reduction,hyperspectral images,locally linear embedding,robust spatial information,spatial information complexity,spatial neighbor filtering,spatial neighbor sorting,spectral-spatial distance,Accuracy,Hyperspectral imaging,Robustness,Spatial coherence,Support vector machines,Classification,dimensionality reduct
Collections
:
-
Statistics
Dimensionality Reduction of Hyperspectral Images Based on Robust Spatial Information Using Locally Linear Embedding
Show full item record
| contributor author | Yu Fang | |
| contributor author | Hao Li | |
| contributor author | Yong Ma | |
| contributor author | Kun Liang | |
| contributor author | Yingjie Hu | |
| contributor author | Shaojie Zhang | |
| contributor author | Hongyuan Wang | |
| date accessioned | 2020-03-12T23:54:52Z | |
| date available | 2020-03-12T23:54:52Z | |
| date issued | 2014 | |
| identifier issn | 1545-598X | |
| identifier other | 6779602.pdf | |
| identifier uri | https://libsearch.um.ac.ir:443/fum/handle/fum/1127884 | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | Dimensionality Reduction of Hyperspectral Images Based on Robust Spatial Information Using Locally Linear Embedding | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 8307900 | |
| subject keywords | computational complexity | |
| subject keywords | data reduction | |
| subject keywords | geophysical image processing | |
| subject keywords | hyperspectral imaging | |
| subject keywords | image classification | |
| subject keywords | sorting | |
| subject keywords | RSLLE method | |
| subject keywords | hyperspectral data dimensionality reduction | |
| subject keywords | hyperspectral images | |
| subject keywords | locally linear embedding | |
| subject keywords | robust spatial information | |
| subject keywords | spatial information complexity | |
| subject keywords | spatial neighbor filtering | |
| subject keywords | spatial neighbor sorting | |
| subject keywords | spectral-spatial distance | |
| subject keywords | Accuracy | |
| subject keywords | Hyperspectral imaging | |
| subject keywords | Robustness | |
| subject keywords | Spatial coherence | |
| subject keywords | Support vector machines | |
| subject keywords | Classification | |
| subject keywords | dimensionality reduct | |
| identifier doi | 10.1109/LGRS.2014.2306689 | |
| journal title | Geoscience and Remote Sensing Letters, IEEE | |
| journal volume | 11 | |
| journal issue | 10 | |
| filesize | 304466 | |
| citations | 0 |