Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images
International Postgraduate Conference On Engineering (IPCE 2010), 16th - 17th October 2010 organized by Centre for Graduate Studies, Universiti Malaysia Perlis (UniMAP) at School of Mechatronic Engineering, Pauh Putra Campus, Arau, Perlis, Malaysia.
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Universiti Malaysia Perlis (UniMAP)
2012
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my.unimap-212142012-10-05T02:48:40Z Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images Rafikha Aliana, A. Raof R. Badlishah, Ahmad, Prof. Madya Dr. Mohd Yusoff, Mashor, Prof. Dr. Siti Suraiya, Mohd Noor, Dr. rafikha@unimap.edu.my badli@unimap.edu.my yusoff@unimap.edu.my ssuraiya@kck.usm.my Image filtering Digital image processing Noise reduction Ziehl-Neelsen sputum slide images International Postgraduate Conference On Engineering (IPCE 2010), 16th - 17th October 2010 organized by Centre for Graduate Studies, Universiti Malaysia Perlis (UniMAP) at School of Mechatronic Engineering, Pauh Putra Campus, Arau, Perlis, Malaysia. Image filtering is an important approach in the area of digital image processing for noise reduction. The time cost and output image quality in the filtering system are two convention measures in selecting the appropriate filtering algorithm. In this paper, a modified median filter algorithm is presented for noise reduction in Ziehl-Neelsen sputum slide images that are corrupted by impulse or salt and pepper noise. It has been tested on samples of images and the results are compared with the output produced using original median filter algorithm. The proposed method shows a good performance in filtering the noise in the image while reducing the processing time for computational purposes. 2012-10-05T02:48:40Z 2012-10-05T02:48:40Z 2010-10-16 Working Paper 978-967-5760-03-7 http://hdl.handle.net/123456789/21214 en Proceedings of the International Postgraduate Conference on Engineering (IPCE 2010) Universiti Malaysia Perlis (UniMAP) Centre for Graduate Studies |
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| language |
English |
| topic |
Image filtering Digital image processing Noise reduction Ziehl-Neelsen sputum slide images |
| spellingShingle |
Image filtering Digital image processing Noise reduction Ziehl-Neelsen sputum slide images Rafikha Aliana, A. Raof R. Badlishah, Ahmad, Prof. Madya Dr. Mohd Yusoff, Mashor, Prof. Dr. Siti Suraiya, Mohd Noor, Dr. Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images |
| description |
International Postgraduate Conference On Engineering (IPCE 2010), 16th - 17th October 2010 organized by Centre for Graduate Studies, Universiti Malaysia Perlis (UniMAP) at School of Mechatronic Engineering, Pauh Putra Campus, Arau, Perlis, Malaysia. |
| author2 |
rafikha@unimap.edu.my |
| author_facet |
rafikha@unimap.edu.my Rafikha Aliana, A. Raof R. Badlishah, Ahmad, Prof. Madya Dr. Mohd Yusoff, Mashor, Prof. Dr. Siti Suraiya, Mohd Noor, Dr. |
| format |
Working Paper |
| author |
Rafikha Aliana, A. Raof R. Badlishah, Ahmad, Prof. Madya Dr. Mohd Yusoff, Mashor, Prof. Dr. Siti Suraiya, Mohd Noor, Dr. |
| author_sort |
Rafikha Aliana, A. Raof |
| title |
Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images |
| title_short |
Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images |
| title_full |
Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images |
| title_fullStr |
Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images |
| title_full_unstemmed |
Modified median filter for noise reduction in Ziehl-Neelsen sputum slide images |
| title_sort |
modified median filter for noise reduction in ziehl-neelsen sputum slide images |
| publisher |
Universiti Malaysia Perlis (UniMAP) |
| publishDate |
2012 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/21214 |
| _version_ |
1643793308154068992 |