Leaf image classification with exponential family Fisher vector

Fil: Redolfi, J. Universidad Nacional de Córdoba; Argentina.

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Detalles Bibliográficos
Autores principales: Redolfi, J., Sanchez, J., Pucheta, J.
Formato: conferenceObject
Lenguaje:Inglés
Publicado: 2024
Materias:
Plant identification
Framework
Public datasets
Plant classification
Acceso en línea:http://hdl.handle.net/11086/550509
Aporte de:
Repositorio Digital Universitario (UNC) de Universidad Nacional de Córdoba
id I10-R141-11086-550509
record_format dspace
spelling I10-R141-11086-5505092024-02-17T06:21:15Z Leaf image classification with exponential family Fisher vector Redolfi, J. Sanchez, J. Pucheta, J. Plant identification Framework Public datasets Plant classification Fil: Redolfi, J. Universidad Nacional de Córdoba; Argentina. Fil: Sanchez, J. Universidad Nacional de Córdoba; Argentina. Fil: Pucheta, J. Universidad Nacional de Córdoba. Facultad de Ciencias Exactas, Físicas y Naturales. Laboratorio de Investigación Matemática Aplicada a Control; Argentina. Fil: Pucheta, J. Universidad Nacional de Córdoba. Facultad de Ciencias Exactas, Físicas y Naturales. Departamento de Ingeniería Electrónica; Argentina. In this work we present an experimental analysis of the use of exponential family Fisher vector to solve the problem of visual plant identification. We make a comparison of the encoding of different descriptors with this framework and we evaluate the performance on public datasets and compare these results with state of the art methods proposed in the literature. We show that eFV framework performs very well in the problem of plant classification. Fil: Redolfi, J. Universidad Nacional de Córdoba; Argentina. Fil: Sanchez, J. Universidad Nacional de Córdoba; Argentina. Fil: Pucheta, J. Universidad Nacional de Córdoba. Facultad de Ciencias Exactas, Físicas y Naturales. Laboratorio de Investigación Matemática Aplicada a Control; Argentina. Fil: Pucheta, J. Universidad Nacional de Córdoba. Facultad de Ciencias Exactas, Físicas y Naturales. Departamento de Ingeniería Electrónica; Argentina. Sistemas de Automatización y Control 2024-02-16T12:49:52Z 2024-02-16T12:49:52Z 2015 conferenceObject http://hdl.handle.net/11086/550509 eng Attribution-NonCommercial-ShareAlike 4.0 International http://creativecommons.org/licenses/by-nc-sa/4.0/ Impreso
institution Universidad Nacional de Córdoba
institution_str I-10
repository_str R-141
collection Repositorio Digital Universitario (UNC)
language Inglés
topic Plant identification
Framework
Public datasets
Plant classification
spellingShingle Plant identification
Framework
Public datasets
Plant classification
Redolfi, J.
Sanchez, J.
Pucheta, J.
Leaf image classification with exponential family Fisher vector
topic_facet Plant identification
Framework
Public datasets
Plant classification
description Fil: Redolfi, J. Universidad Nacional de Córdoba; Argentina.
format conferenceObject
author Redolfi, J.
Sanchez, J.
Pucheta, J.
author_facet Redolfi, J.
Sanchez, J.
Pucheta, J.
author_sort Redolfi, J.
title Leaf image classification with exponential family Fisher vector
title_short Leaf image classification with exponential family Fisher vector
title_full Leaf image classification with exponential family Fisher vector
title_fullStr Leaf image classification with exponential family Fisher vector
title_full_unstemmed Leaf image classification with exponential family Fisher vector
title_sort leaf image classification with exponential family fisher vector
publishDate 2024
url http://hdl.handle.net/11086/550509
work_keys_str_mv AT redolfij leafimageclassificationwithexponentialfamilyfishervector
AT sanchezj leafimageclassificationwithexponentialfamilyfishervector
AT puchetaj leafimageclassificationwithexponentialfamilyfishervector
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