Image analysis and recognition by affine invariant features
This thesis addresses several issues in the field of pattern recognition. The main achievements are in the development of invariant features under affine transformation. For recognition of blur degraded and simultaneously affine deformed images, we proposed a moment based normalization method to co...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis |
| Published: |
2008
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/10356/4010 |
| _version_ | 1826122160087760896 |
|---|---|
| author | Zhang, Yani. |
| author2 | Wen, Changyun |
| author_facet | Wen, Changyun Zhang, Yani. |
| author_sort | Zhang, Yani. |
| collection | NTU |
| description | This thesis addresses several issues in the field of pattern recognition. The main achievements are in the development of invariant features under affine transformation. For recognition of blur degraded and simultaneously affine deformed images, we proposed a moment based normalization method to construct the blur and affine combined invariant features. |
| first_indexed | 2024-10-01T05:43:56Z |
| format | Thesis |
| id | ntu-10356/4010 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T05:43:56Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/40102023-07-04T15:16:17Z Image analysis and recognition by affine invariant features Zhang, Yani. Wen, Changyun School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing This thesis addresses several issues in the field of pattern recognition. The main achievements are in the development of invariant features under affine transformation. For recognition of blur degraded and simultaneously affine deformed images, we proposed a moment based normalization method to construct the blur and affine combined invariant features. Doctor of Philosophy (EEE) 2008-09-17T09:42:24Z 2008-09-17T09:42:24Z 2002 2002 Thesis http://hdl.handle.net/10356/4010 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Zhang, Yani. Image analysis and recognition by affine invariant features |
| title | Image analysis and recognition by affine invariant features |
| title_full | Image analysis and recognition by affine invariant features |
| title_fullStr | Image analysis and recognition by affine invariant features |
| title_full_unstemmed | Image analysis and recognition by affine invariant features |
| title_short | Image analysis and recognition by affine invariant features |
| title_sort | image analysis and recognition by affine invariant features |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing |
| url | http://hdl.handle.net/10356/4010 |
| work_keys_str_mv | AT zhangyani imageanalysisandrecognitionbyaffineinvariantfeatures |