Computed tomography soft tissue restoration using Wiener filter
This paper presents image restoration for Computed Tomography (CT) scan image particularly soft tissue area using image restoration technique. The approach of these technique are using inverse filtering which specifically involving Wiener filter to remove the noise and blur simultaneously in the CT...
| Main Authors: | , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2010
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/47637/ http://psasir.upm.edu.my/id/eprint/47637/1/Computed%20tomography%20soft%20tissue%20restoration%20using%20Wiener%20filter.pdf |
| _version_ | 1848850865637556224 |
|---|---|
| author | Hussien, Mohamad Naeem Saripan, M. Iqbal |
| author_facet | Hussien, Mohamad Naeem Saripan, M. Iqbal |
| author_sort | Hussien, Mohamad Naeem |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper presents image restoration for Computed Tomography (CT) scan image particularly soft tissue area using image restoration technique. The approach of these technique are using inverse filtering which specifically involving Wiener filter to remove the noise and blur simultaneously in the CT image further restore the degraded CT image. CT scan image usually showing less detail visualization of soft tissue compare to Magnetic Resonance Imaging (MRI) scan image. The new CT image after restoration technique showed significantly high contrast compared to the original CT image produced by the CT scan machine. This procedure also shows comparison of different values use for noise to signal ratio (NSR) in Wiener filter equation to generate the estimate output of CT image. In this procedure values of NSR are treat as constant. |
| first_indexed | 2025-11-15T10:13:05Z |
| format | Conference or Workshop Item |
| id | upm-47637 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:13:05Z |
| publishDate | 2010 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-476372019-04-30T03:25:54Z http://psasir.upm.edu.my/id/eprint/47637/ Computed tomography soft tissue restoration using Wiener filter Hussien, Mohamad Naeem Saripan, M. Iqbal This paper presents image restoration for Computed Tomography (CT) scan image particularly soft tissue area using image restoration technique. The approach of these technique are using inverse filtering which specifically involving Wiener filter to remove the noise and blur simultaneously in the CT image further restore the degraded CT image. CT scan image usually showing less detail visualization of soft tissue compare to Magnetic Resonance Imaging (MRI) scan image. The new CT image after restoration technique showed significantly high contrast compared to the original CT image produced by the CT scan machine. This procedure also shows comparison of different values use for noise to signal ratio (NSR) in Wiener filter equation to generate the estimate output of CT image. In this procedure values of NSR are treat as constant. IEEE 2010 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/47637/1/Computed%20tomography%20soft%20tissue%20restoration%20using%20Wiener%20filter.pdf Hussien, Mohamad Naeem and Saripan, M. Iqbal (2010) Computed tomography soft tissue restoration using Wiener filter. In: 2010 IEEE Student Conference on Research and Development (SCOReD 2010), 13-14 Dec. 2010, Palm Garden Hotel, IOI Resort, Putrajaya, Malaysia. (pp. 415-420). 10.1109/SCORED.2010.5704045 |
| spellingShingle | Hussien, Mohamad Naeem Saripan, M. Iqbal Computed tomography soft tissue restoration using Wiener filter |
| title | Computed tomography soft tissue restoration using Wiener filter |
| title_full | Computed tomography soft tissue restoration using Wiener filter |
| title_fullStr | Computed tomography soft tissue restoration using Wiener filter |
| title_full_unstemmed | Computed tomography soft tissue restoration using Wiener filter |
| title_short | Computed tomography soft tissue restoration using Wiener filter |
| title_sort | computed tomography soft tissue restoration using wiener filter |
| url | http://psasir.upm.edu.my/id/eprint/47637/ http://psasir.upm.edu.my/id/eprint/47637/ http://psasir.upm.edu.my/id/eprint/47637/1/Computed%20tomography%20soft%20tissue%20restoration%20using%20Wiener%20filter.pdf |