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EnglishIn this paper we propose a novel approach to HEp-2 cell segmentation based on the framework of verification-based multithreshold probing. Cell hypotheses are generated by binarization using hypothetic thresholds and accepted/rejected by a verification procedure. The proposed method has the nice property of combining both adaptive local thresholding and involvement of high-level knowledge. We have realized a prototype implementation using a simple rule-based verification procedure. Experimental evaluation has been performed on two public databases. It is shown that our approach outperforms a number of existing methods.
| Titolo: | A verification-based multithreshold probing approach to HEp-2 cell segmentation |
| Autori: | |
| Data di pubblicazione: | 2015 |
| Handle: | http://hdl.handle.net/11386/4684472 |
| Appare nelle tipologie: | 2.1.1 Articolo su libro con DOI |
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