Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields
In this thesis, a Synthetic Aperture Radar (SAR) image classifier based on the "Entropy Decomposition and Support Vector Machine" (EDSVM) is developed for classification of crop fields. The key parameters extracted from Entropy Decomposition (ED) are applied to Support Vector Machine (SVM)...
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| Format: | Thesis |
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2007
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| Online Access: | http://shdl.mmu.edu.my/1149/ |
| _version_ | 1848789706672701440 |
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| author | Tan, Chue Poh |
| author_facet | Tan, Chue Poh |
| author_sort | Tan, Chue Poh |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | In this thesis, a Synthetic Aperture Radar (SAR) image classifier based on the "Entropy Decomposition and Support Vector Machine" (EDSVM) is developed for classification of crop fields. The key parameters extracted from Entropy Decomposition (ED) are applied to Support Vector Machine (SVM) classifier and it performs efficient image classifications. |
| first_indexed | 2025-11-14T18:00:59Z |
| format | Thesis |
| id | mmu-1149 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:00:59Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-11492010-08-23T03:18:15Z http://shdl.mmu.edu.my/1149/ Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields Tan, Chue Poh TK Electrical engineering. Electronics Nuclear engineering In this thesis, a Synthetic Aperture Radar (SAR) image classifier based on the "Entropy Decomposition and Support Vector Machine" (EDSVM) is developed for classification of crop fields. The key parameters extracted from Entropy Decomposition (ED) are applied to Support Vector Machine (SVM) classifier and it performs efficient image classifications. 2007-03 Thesis NonPeerReviewed Tan, Chue Poh (2007) Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields. Masters thesis, Multimedia University. http://myto.perpun.net.my/metoalogin/logina.php |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Tan, Chue Poh Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields |
| title | Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields |
| title_full | Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields |
| title_fullStr | Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields |
| title_full_unstemmed | Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields |
| title_short | Hybrid Entropy Decomposition And Support Vector Machine Method For Image Classification For Crop Fields |
| title_sort | hybrid entropy decomposition and support vector machine method for image classification for crop fields |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://shdl.mmu.edu.my/1149/ http://shdl.mmu.edu.my/1149/ |