Texture segmentation using gabor filter
The focus of this thesis is on the development of texture segmentation algorithm. The texture features are extracted using multi-channel Gabor filters. The ISODATA clustering algorithm is implemented for texture features discrimination.
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
2008
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/10356/13244 |
| _version_ | 1826113409518665728 |
|---|---|
| author | Neo, Siong Huat. |
| author2 | Chan, Kap Luk |
| author_facet | Chan, Kap Luk Neo, Siong Huat. |
| author_sort | Neo, Siong Huat. |
| collection | NTU |
| description | The focus of this thesis is on the development of texture segmentation algorithm.
The texture features are extracted using multi-channel Gabor filters. The ISODATA clustering algorithm is implemented for texture features discrimination. |
| first_indexed | 2024-10-01T03:22:45Z |
| format | Thesis |
| id | ntu-10356/13244 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:22:45Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/132442023-07-04T15:53:16Z Texture segmentation using gabor filter Neo, Siong Huat. Chan, Kap Luk School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems The focus of this thesis is on the development of texture segmentation algorithm. The texture features are extracted using multi-channel Gabor filters. The ISODATA clustering algorithm is implemented for texture features discrimination. Master of Science (Computer Control and Automation) 2008-08-06T02:55:36Z 2008-10-20T07:21:15Z 2008-08-06T02:55:36Z 2008-10-20T07:21:15Z 1999 1999 Thesis http://hdl.handle.net/10356/13244 en 113 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Neo, Siong Huat. Texture segmentation using gabor filter |
| title | Texture segmentation using gabor filter |
| title_full | Texture segmentation using gabor filter |
| title_fullStr | Texture segmentation using gabor filter |
| title_full_unstemmed | Texture segmentation using gabor filter |
| title_short | Texture segmentation using gabor filter |
| title_sort | texture segmentation using gabor filter |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems |
| url | http://hdl.handle.net/10356/13244 |
| work_keys_str_mv | AT neosionghuat texturesegmentationusinggaborfilter |