Search Results for author: Geovanny Perez

Found 1 papers, 0 papers with code

A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning

no code implementations11 Jul 2018 Awais Mansoor, Juan J. Cerrolaza, Geovanny Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru

The main contributions of our work are: (1) a generic lung field segmentation framework from CXR accommodating large shape variation for adult and pediatric cohorts; (2) a deep representation learning detection mechanism, \emph{ensemble space learning}, for robust object localization; and (3) \emph{marginal shape deep learning} for the shape deformation parameter estimation.

Capacity Estimation Object Localization +2

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