Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching
Acute leukemia is one of the critical disease that requires immediate treatment due to the rapid progression and accumulation of the cancerous cells. In recent years, image processing techniques had been explored to enhance the diagnosis of acute leukemia. However, microscopic image captured from th...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2016
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| Online Access: | https://repo.uum.edu.my/id/eprint/26884/1/ICED%202016%20491%20496.pdf |
| _version_ | 1803629208569643008 |
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| author | Toh, Leow Bin Mashor, M.Y. Ehkan, P. Rosline, H. Junoh, A.K. Harun, Nor Hazlyna |
| author_facet | Toh, Leow Bin Mashor, M.Y. Ehkan, P. Rosline, H. Junoh, A.K. Harun, Nor Hazlyna |
| author_sort | Toh, Leow Bin |
| collection | UUM |
| description | Acute leukemia is one of the critical disease that requires immediate treatment due to the rapid progression and accumulation of the cancerous cells. In recent years, image processing techniques had been explored to enhance the diagnosis of acute leukemia. However, microscopic image captured from the light microscope usually has poor quality due to the capability of the camera and improper operation by human operator. High Dynamic Range (HDR) imaging technique has been explored to solve the problem by increasing the dynamic range of the images captured. This paper presents a HDR rendering technique by using contrast stretching technique to enhance the morphological features of blast cells. The technique called Partial contrast stretching had been used to render HDR image. The results showed that the proposed method had enhanced the overall contrast and morphological features of the blast cells in the acute leukemia slide images. |
| first_indexed | 2024-07-04T06:34:12Z |
| format | Conference or Workshop Item |
| id | uum-26884 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:34:12Z |
| publishDate | 2016 |
| record_format | dspace |
| spelling | uum-268842020-03-05T01:33:29Z https://repo.uum.edu.my/id/eprint/26884/ Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching Toh, Leow Bin Mashor, M.Y. Ehkan, P. Rosline, H. Junoh, A.K. Harun, Nor Hazlyna QA75 Electronic computers. Computer science Acute leukemia is one of the critical disease that requires immediate treatment due to the rapid progression and accumulation of the cancerous cells. In recent years, image processing techniques had been explored to enhance the diagnosis of acute leukemia. However, microscopic image captured from the light microscope usually has poor quality due to the capability of the camera and improper operation by human operator. High Dynamic Range (HDR) imaging technique has been explored to solve the problem by increasing the dynamic range of the images captured. This paper presents a HDR rendering technique by using contrast stretching technique to enhance the morphological features of blast cells. The technique called Partial contrast stretching had been used to render HDR image. The results showed that the proposed method had enhanced the overall contrast and morphological features of the blast cells in the acute leukemia slide images. 2016 Conference or Workshop Item PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/26884/1/ICED%202016%20491%20496.pdf Toh, Leow Bin and Mashor, M.Y. and Ehkan, P. and Rosline, H. and Junoh, A.K. and Harun, Nor Hazlyna (2016) Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching. In: 2016 3rd International Conference on Electronic Design (ICED), 11-12 Aug. 2016, Phuket, Thailand. http://doi.org/10.1109/ICED.2016.7804694 doi:10.1109/ICED.2016.7804694 doi:10.1109/ICED.2016.7804694 |
| spellingShingle | QA75 Electronic computers. Computer science Toh, Leow Bin Mashor, M.Y. Ehkan, P. Rosline, H. Junoh, A.K. Harun, Nor Hazlyna Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching |
| title | Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching |
| title_full | Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching |
| title_fullStr | Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching |
| title_full_unstemmed | Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching |
| title_short | Implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching |
| title_sort | implementation of high dynamic range rendering on acute leukemia slide images using contrast stretching |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/26884/1/ICED%202016%20491%20496.pdf |
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