Graph-Theoretic Post-Processing of Segmentation With Application to Dense Biofilms

Recent deep learning methods have provided successful initial segmentation results for generalized cell segmentation in microscopy. However, for dense arrangements of small cells with limited ground truth for training, the deep learning methods produce both over-segmentation and under-segmentation e...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 15., Seite 8580-8594
Auteur principal: Wang, Jie (Auteur)
Autres auteurs: Zhang, Mingxing, Zhang, Ji, Wang, Yibo, Gahlmann, Andreas, Acton, Scott T
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article