Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
Cataloged from PDF version of thesis report.
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| स्वरूप: | थीसिस |
| भाषा: | English |
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BRAC Univeristy
2018
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| ऑनलाइन पहुंच: | http://hdl.handle.net/10361/9060 |
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10361-9060 |
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10361-90602022-01-26T10:15:49Z Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection Pavel, Monirul Islam Sadique, Ashique Mohammad Ritul, Rifat Ahmed Khan, Synthia Nath, Snigdha Alam, Dr. Md. Ashraful Department of Computer Science and Engineering, BRAC University Cancer detection Image processing Cell Digital image processing Cataloged from PDF version of thesis report. Includes bibliographical references (pages 51-53). This thesis report is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2017. We proposed cancer cell detection using image processing techniques based on cancer cell counting, cell area measurement and clump detection. The proposed system autonomously detects traits of cancer in microscopy images of biopsy samples. Previous similar attempts lack flexibility in terms of features and the level of accuracy is not consistent on respective type of cancer. The system pre-processes the input image by means of gray scaling, binarization, inversion, median filtering and flood fill operation. The pre-processed image then undergoes "cell counting", "area measurement" or "clump detection" depending on the type of trait to be detected. Several sets of images were processed using this methodology and the system was fine-tuned using the feedback from these test runs. The proposed method can be effectively used for autonomous cancer cell detection, which will significantly accelerate cancer cell researches and open up new dimensions. Monirul Islam Pavel Ashique Mohammad Sadique Rifat Ahmed Ritul Synthia Khan Snigdha Nath B. Computer Science and Engineering 2018-01-15T05:46:08Z 2018-01-15T05:46:08Z 2017 8/21/2017 Thesis ID 14301141 ID 12201103 ID 13101205 ID 13101006 ID 14101125 http://hdl.handle.net/10361/9060 en BRAC University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 53 pages application/pdf BRAC Univeristy |
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Brac University |
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Institutional Repository |
| language |
English |
| topic |
Cancer detection Image processing Cell Digital image processing |
| spellingShingle |
Cancer detection Image processing Cell Digital image processing Pavel, Monirul Islam Sadique, Ashique Mohammad Ritul, Rifat Ahmed Khan, Synthia Nath, Snigdha Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection |
| description |
Cataloged from PDF version of thesis report. |
| author2 |
Alam, Dr. Md. Ashraful |
| author_facet |
Alam, Dr. Md. Ashraful Pavel, Monirul Islam Sadique, Ashique Mohammad Ritul, Rifat Ahmed Khan, Synthia Nath, Snigdha |
| format |
Thesis |
| author |
Pavel, Monirul Islam Sadique, Ashique Mohammad Ritul, Rifat Ahmed Khan, Synthia Nath, Snigdha |
| author_sort |
Pavel, Monirul Islam |
| title |
Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection |
| title_short |
Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection |
| title_full |
Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection |
| title_fullStr |
Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection |
| title_full_unstemmed |
Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection |
| title_sort |
cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection |
| publisher |
BRAC Univeristy |
| publishDate |
2018 |
| url |
http://hdl.handle.net/10361/9060 |
| work_keys_str_mv |
AT pavelmonirulislam cancerdetectionusingimageprocessingtechniquesbasedoncellcountingcellareameasurementandclumpdetection AT sadiqueashiquemohammad cancerdetectionusingimageprocessingtechniquesbasedoncellcountingcellareameasurementandclumpdetection AT ritulrifatahmed cancerdetectionusingimageprocessingtechniquesbasedoncellcountingcellareameasurementandclumpdetection AT khansynthia cancerdetectionusingimageprocessingtechniquesbasedoncellcountingcellareameasurementandclumpdetection AT nathsnigdha cancerdetectionusingimageprocessingtechniquesbasedoncellcountingcellareameasurementandclumpdetection |
| _version_ |
1814308446966644736 |