Show simple item record

dc.creatorJiménez López, David Adrián
dc.creatorLabate, Demetrio
dc.creatorKakadiaris, loannis A.
dc.creatorPapadakis, Manos
dc.date.accessioned2018-07-24T13:44:13Z
dc.date.available2018-07-24T13:44:13Z
dc.date.issued2015-04
dc.identifier.citationhttps://link.springer.com/article/10.1007%2Fs12021-014-9256-zes_ES
dc.identifier.issn1539-2791
dc.identifier.issn1559-0089
dc.identifier.urihttp://hdl.handle.net/10669/75259
dc.description.abstractCenterline tracing in dendritic structures acquired from confocal images of neurons is an essential tool for the construction of geometrical representations of a neuronal network from its coarse scale up to its fine scale structures. In this paper, we propose an algorithm for centerline extraction that is both highly accurate and computationally efficient. The main novelties of the proposed method are (1) the use of a small set of Multiscale Isotropic Laplacian filters, acting as self-steerable filters, for a quick and efficient binary segmentation of dendritic arbors and axons; (2) an automated centerline seed points detection method based on the application of a simple 3D finite-length filter. The performance of this algorithm, which is validated on data from the DIADEM set appears to be very competitive when compared with other state-of-the-art algorithms.es_ES
dc.description.sponsorshipNational Science Foundation/[1320910]/NSF-DMS/Estados Unidoses_ES
dc.description.sponsorshipNational Science Foundation/[1008900]/NSF-DMS/Estados Unidoses_ES
dc.description.sponsorshipNational Science Foundation/[1005799]/NSF-DMS/Estados Unidoses_ES
dc.description.sponsorshipNorman Hackerman Advanced Research Program/[003652-0136-2009]/NHARP/Estados Unidoses_ES
dc.language.isoen_USes_ES
dc.sourceNeuroinformatics,vol.13(2),pp.227-244.es_ES
dc.subjectImage processinges_ES
dc.subjectAutomated neuron tracinges_ES
dc.subjectNeuron image segmentationes_ES
dc.titleImproved Automatic Centerline Tracing for Dendritic and Axonal Structureses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.typeArtículo científicoes_ES
dc.identifier.doi10.1007/s12021-014-9256-z
dc.description.procedenceUCR::Vicerrectoría de Docencia::Ciencias Básicas::Facultad de Ciencias::Escuela de Matemáticaes_ES


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record