Mixture analysis and kernel density estimation with applications to image segmentation and retrieval
This thesis presents a new mixture density estimation method that is capable of estimating the number of components by using group membership functions.
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| Other Authors: | |
| Format: | Thesis |
| Published: |
2008
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| Online Access: | http://hdl.handle.net/10356/2540 |
| _version_ | 1826118807317381120 |
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| author | Yang, Xiangyu |
| author2 | Liu, Jun |
| author_facet | Liu, Jun Yang, Xiangyu |
| author_sort | Yang, Xiangyu |
| collection | NTU |
| description | This thesis presents a new mixture density estimation method that is capable of estimating the number of components by using group membership functions. |
| first_indexed | 2024-10-01T04:49:31Z |
| format | Thesis |
| id | ntu-10356/2540 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T04:49:31Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/25402023-03-04T00:33:32Z Mixture analysis and kernel density estimation with applications to image segmentation and retrieval Yang, Xiangyu Liu, Jun School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition This thesis presents a new mixture density estimation method that is capable of estimating the number of components by using group membership functions. Doctor of Philosophy (EEE) 2008-09-17T09:05:01Z 2008-09-17T09:05:01Z 2004 2004 Thesis http://hdl.handle.net/10356/2540 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition Yang, Xiangyu Mixture analysis and kernel density estimation with applications to image segmentation and retrieval |
| title | Mixture analysis and kernel density estimation with applications to image segmentation and retrieval |
| title_full | Mixture analysis and kernel density estimation with applications to image segmentation and retrieval |
| title_fullStr | Mixture analysis and kernel density estimation with applications to image segmentation and retrieval |
| title_full_unstemmed | Mixture analysis and kernel density estimation with applications to image segmentation and retrieval |
| title_short | Mixture analysis and kernel density estimation with applications to image segmentation and retrieval |
| title_sort | mixture analysis and kernel density estimation with applications to image segmentation and retrieval |
| topic | DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition |
| url | http://hdl.handle.net/10356/2540 |
| work_keys_str_mv | AT yangxiangyu mixtureanalysisandkerneldensityestimationwithapplicationstoimagesegmentationandretrieval |