Llwytho...

Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images

Robust and accurate nuclei localization in microscopy image can provide crucial clues for accurate computer-aid diagnosis. In this paper, we propose a convolutional neural network (CNN) based hough voting method to localize nucleus centroids with heavy cluttering and morphologic variations in micros...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Med Image Comput Comput Assist Interv
Prif Awduron: Xie, Yuanpu, Kong, Xiangfei, Xing, Fuyong, Liu, Fujun, Su, Hai, Yang, Lin
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2015
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5224767/
https://ncbi.nlm.nih.gov/pubmed/28083567
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-24574-4_45
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