Comparison of acute leukemia image segmentation using HSI and RGB color space
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| Language: | English |
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Institute of Electrical and Electronics Engineers (IEEE)
2011
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| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/10766 |
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my.unimap-107662011-02-07T10:14:34Z Comparison of acute leukemia image segmentation using HSI and RGB color space Nor Hazlyna, Harun Mohd Yusoff, Mashor, Prof. Madya Dr. Mokhtar, N. R. Aimi Salihah, A. N. Hassan, R. Rafikha Aliana, A. Raof Osman, M. K. Acute leukemia images HSI RGB color Image segmentation Link to publisher's homepage at http://ieeexplore.ieee.org/ The Image segmentation plays an important role in computer vision and image processing areas. In this paper, the use of color segmentation for segmenting acute leukemia images is proposed. The segmentation technique segments each leukemia image into two regions: blast and background. In our approach, the segmentation is based on HSI and RGB color space. The performance comparison between the segmentation algorithms based on HSI and RGB color space is carried out to choose a better color image segmentation for blast detection. The results show that the proposed segmentation technique based on HSI has successfully segmented the acute leukemia images while preserving significant features and removing background noise 2011-02-07T08:15:58Z 2011-02-07T08:15:58Z 2010-05-10 Working Paper p. 749-752 http://hdl.handle.net/123456789/10766 http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5605410 en Proceedings of the 10th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) 2010 Institute of Electrical and Electronics Engineers (IEEE) |
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Malaysia |
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Universiti Malaysia Perlis |
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http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Acute leukemia images HSI RGB color Image segmentation |
| spellingShingle |
Acute leukemia images HSI RGB color Image segmentation Nor Hazlyna, Harun Mohd Yusoff, Mashor, Prof. Madya Dr. Mokhtar, N. R. Aimi Salihah, A. N. Hassan, R. Rafikha Aliana, A. Raof Osman, M. K. Comparison of acute leukemia image segmentation using HSI and RGB color space |
| description |
Link to publisher's homepage at http://ieeexplore.ieee.org/ |
| format |
Working Paper |
| author |
Nor Hazlyna, Harun Mohd Yusoff, Mashor, Prof. Madya Dr. Mokhtar, N. R. Aimi Salihah, A. N. Hassan, R. Rafikha Aliana, A. Raof Osman, M. K. |
| author_facet |
Nor Hazlyna, Harun Mohd Yusoff, Mashor, Prof. Madya Dr. Mokhtar, N. R. Aimi Salihah, A. N. Hassan, R. Rafikha Aliana, A. Raof Osman, M. K. |
| author_sort |
Nor Hazlyna, Harun |
| title |
Comparison of acute leukemia image segmentation using HSI and RGB color space |
| title_short |
Comparison of acute leukemia image segmentation using HSI and RGB color space |
| title_full |
Comparison of acute leukemia image segmentation using HSI and RGB color space |
| title_fullStr |
Comparison of acute leukemia image segmentation using HSI and RGB color space |
| title_full_unstemmed |
Comparison of acute leukemia image segmentation using HSI and RGB color space |
| title_sort |
comparison of acute leukemia image segmentation using hsi and rgb color space |
| publisher |
Institute of Electrical and Electronics Engineers (IEEE) |
| publishDate |
2011 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/10766 |
| _version_ |
1643789965987938304 |
| score |
13.214268 |