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Improving the Robustness of Cell Nucleus Segmentation
Bamford, Pascal and Lovell, Brian C. (1998-01-01). Improving the Robustness of Cell Nucleus Segmentation. In: British Machine Vision Conference, Southampton, UK, (518-524). September 14 - 17, 1998.
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| Name |
Description |
MIMEType |
Size |
Downloads |
bamford98improvi.pdf
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bamford98improvi.pdf |
application/pdf |
94.37KB |
308 |
| Author(s) |
Bamford, Pascal
Lovell, Brian C.
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| Title of paper |
Improving the Robustness of Cell Nucleus Segmentation
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| Conference name |
British Machine Vision Conference
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| Conference location |
Southampton, UK
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| Conference dates |
September 14 - 17, 1998
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| Publication date |
1998-01-01
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| Volume number |
V2
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| Start page |
518
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| End page |
524
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| Abstract/Summary |
A highly successful active contour implementation, for the automatic segmentation of cervical cell nuclei, is shown to lend itself well to a framework that further increases its
success rate. The method is based upon measuring changes in the final contour as the one parameter that governs its behaviour is varied. Only one object of interest is contained in the image, but
as artefacts often appear as well, the contour varies with the parameter as it finds different solutions. In contrast, simple images with no artefacts are very stable. Therefore a stability measure
is calculated and each image is classified according to its degree of 'difficulty'. A system can then choose at which level to operate to ensure only high quality examples are processed after
segmentation.
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| Subjects |
280200 Artificial Intelligence and Signal and Image Processing
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| Keyword(s) |
Cell Nucleus Segmentation
Robustness
iris-research
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