Joint noise detection and median filtering for highly corrupted images
Images are often corrupted by noise which might inevitably degrade the performance of follow-up image processing tasks. Therefore, noise detection applied before filtering is especially effective. The goal is to extend noise adaptive soft-switching median for denoising corrupted color images.
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| Other Authors: | |
| Format: | Thesis |
| Published: |
2008
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| Online Access: | http://hdl.handle.net/10356/4510 |
| _version_ | 1826124555002839040 |
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| author | Koh, Jerry Min Yee. |
| author2 | Ma, Kai-Kuang |
| author_facet | Ma, Kai-Kuang Koh, Jerry Min Yee. |
| author_sort | Koh, Jerry Min Yee. |
| collection | NTU |
| description | Images are often corrupted by noise which might inevitably degrade the performance of follow-up image processing tasks. Therefore, noise detection applied before filtering is especially effective. The goal is to extend noise adaptive soft-switching median for denoising corrupted color images. |
| first_indexed | 2024-10-01T06:22:15Z |
| format | Thesis |
| id | ntu-10356/4510 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T06:22:15Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/45102023-07-04T15:53:11Z Joint noise detection and median filtering for highly corrupted images Koh, Jerry Min Yee. Ma, Kai-Kuang School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Images are often corrupted by noise which might inevitably degrade the performance of follow-up image processing tasks. Therefore, noise detection applied before filtering is especially effective. The goal is to extend noise adaptive soft-switching median for denoising corrupted color images. Master of Science (Signal Processing) 2008-09-17T09:52:53Z 2008-09-17T09:52:53Z 2004 2004 Thesis http://hdl.handle.net/10356/4510 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Koh, Jerry Min Yee. Joint noise detection and median filtering for highly corrupted images |
| title | Joint noise detection and median filtering for highly corrupted images |
| title_full | Joint noise detection and median filtering for highly corrupted images |
| title_fullStr | Joint noise detection and median filtering for highly corrupted images |
| title_full_unstemmed | Joint noise detection and median filtering for highly corrupted images |
| title_short | Joint noise detection and median filtering for highly corrupted images |
| title_sort | joint noise detection and median filtering for highly corrupted images |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing |
| url | http://hdl.handle.net/10356/4510 |
| work_keys_str_mv | AT kohjerryminyee jointnoisedetectionandmedianfilteringforhighlycorruptedimages |