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Fisher vectors for leaf image classification: an experimental evaluation
dc.coverage.spatial | Internacional | es_ES |
dc.creator | Redolfi, Javier | |
dc.creator | Sánchez, Jorge | |
dc.creator | Pucheta, Julián | |
dc.date.accessioned | 2019-08-26T21:19:30Z | |
dc.date.available | 2019-08-26T21:19:30Z | |
dc.date.issued | 2015-10-25 | |
dc.identifier.citation | Redolfi, J. A., Sánchez, J. A., & Pucheta, J. A. . Fisher vectors for leaf image classification: an experimental evaluation. In Iberoamerican Congress on Pattern Recognition (pp. 298-305). Springer, Cham. (2015, November) | es_ES |
dc.identifier.isbn | 978-3-319-25750-1 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12272/3924 | |
dc.description.abstract | In this work we present an experimental evaluation of the exponential family Fisher vector (eFV) encoding applied to the problem of visual plant identification. We evaluate the performance of this model together with a variety of local image descriptors on four different datasets and compare the results with other methods proposed in the literature. Experiments show that the eFV achieves a performance that compares favorably with other state-of-the-art approaches on this problem. | es_ES |
dc.format | application/pdf | es_ES |
dc.language.iso | eng | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | Springer, Cham | es_ES |
dc.rights | info:eu-repo/semantics/openAccess | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/ | * |
dc.subject | plant identification | es_ES |
dc.subject | exponential family fisher vectors | es_ES |
dc.subject | image classification | es_ES |
dc.title | Fisher vectors for leaf image classification: an experimental evaluation | es_ES |
dc.type | info:eu-repo/semantics/bookPart | es_ES |
dc.description.affiliation | Fil: Redolfi, Javier (1); Sánchez, Jorge (2); Pucheta, Julián.(2) (1) CIII. UTN Facultad Regional Córdoba; Argentina. (2) Universidad Nacional de Córdoba; Argentina. | es_ES |
dc.description.peerreviewed | Peer Reviewed | es_ES |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.type.snrd | info:ar-repo/semantics/parte de libro | es_ES |
dc.rights.use | Atribución-NoComercial-CompartirIgual 4.0 Internacional | * |
dc.identifier.doi | https://doi.org/10.1007/978-3-319-25751-8_36 |