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Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology

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Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology

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Morales Martínez, S.; Naranjo Ornedo, V.; Angulo Lopez, J.; Alcañiz Raya, ML. (2013). Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology. IEEE Transactions on Medical Imaging. 32(4):786-796. https://doi.org/10.1109/TMI.2013.2238244

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/44379

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Title: Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology
Author: Morales Martínez, Sandra Naranjo Ornedo, Valeriana Angulo Lopez, Jesus Alcañiz Raya, Mariano Luis
UPV Unit: Universitat Politècnica de València. Instituto Interuniversitario de Investigación en Bioingeniería y Tecnología Orientada al Ser Humano - Institut Interuniversitari d'Investigació en Bioenginyeria i Tecnologia Orientada a l'Ésser Humà
Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions
Universitat Politècnica de València. Departamento de Ingeniería Gráfica - Departament d'Enginyeria Gràfica
Issued date:
Abstract:
The algorithm proposed in this paper allows to automatically segment the optic disc from a fundus image. The goal is to facilitate the early detection of certain pathologies and to fully automate the process so as to avoid ...[+]
Subjects: Generalized distance function , Geodesic transformation , Optic disc , Principal component analysis , Watershed transformation
Copyrigths: Reserva de todos los derechos
Source:
IEEE Transactions on Medical Imaging. (issn: 0278-0062 )
DOI: 10.1109/TMI.2013.2238244
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
Publisher version: http://dx.doi.org/10.1109/TMI.2013.2238244
Project ID:
info:eu-repo/grantAgreement/MEC//SEJ2006-14301/ES/NUEVAS TECNOLOGIAS DE LA INFORMACION Y LA COMUNICACION: INTEGRACION Y CONSOLIDACION DE SU USO EN CIENCIAS SOCIALES PARA MEJORAR LA SALUD, LA CALIDAD DE VIDA Y EL BIENESTAR./
project Excellence Research Program PROMETEO (Generalitat Valenciana. Conselleria de Educacion) 2008-157
IMIDTA/2010/47
Thanks:
This work was supported in part by the project IMIDTA/2010/47 and in part by projects Consolider-C (SEJ2006-14301/PSIC), "CIBER of Physiopathology of Obesity and Nutrition, an initiative of ISCIII" and Excellence Research ...[+]
Type: Artículo

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