Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images

Azar Zafari, Raúl Zurita-milla, Emma Izquierdo-verdiguier, Lorenzo Bruzzone, Francesca Bovolo, Jon Atli Benediktsson

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Original languageEnglish
Title of host publicationProceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland
EditorsL. Bruzzone
PublisherSPIE - The International Society for Optical Engineering
Number of pages12
Volume10427
DOIs
Publication statusPublished - 4 Oct 2017
EventImage and Signal Processing for Remote Sensing 2017 - DoubleTree by Hilton Hotel & Conference Centre Warsaw, Warsaw, Poland
Duration: 11 Sep 201714 Sep 2017

Publication series

NameProceedings of SPIE
Number10427

Conference

ConferenceImage and Signal Processing for Remote Sensing 2017
CountryPoland
CityWarsaw
Period11/09/1714/09/17

Cite this

Zafari, A., Zurita-milla, R., Izquierdo-verdiguier, E., Bruzzone, L., Bovolo, F., & Benediktsson, J. A. (2017). Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images. In L. Bruzzone (Ed.), Proceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland (Vol. 10427). [104270W] (Proceedings of SPIE; No. 10427). SPIE - The International Society for Optical Engineering. https://doi.org/10.1117/12.2278421
Zafari, Azar ; Zurita-milla, Raúl ; Izquierdo-verdiguier, Emma ; Bruzzone, Lorenzo ; Bovolo, Francesca ; Benediktsson, Jon Atli. / Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images. Proceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland. editor / L. Bruzzone. Vol. 10427 SPIE - The International Society for Optical Engineering, 2017. (Proceedings of SPIE; 10427).
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Zafari, A, Zurita-milla, R, Izquierdo-verdiguier, E, Bruzzone, L, Bovolo, F & Benediktsson, JA 2017, Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images. in L Bruzzone (ed.), Proceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland. vol. 10427, 104270W, Proceedings of SPIE, no. 10427, SPIE - The International Society for Optical Engineering, Image and Signal Processing for Remote Sensing 2017, Warsaw, Poland, 11/09/17. https://doi.org/10.1117/12.2278421

Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images. / Zafari, Azar; Zurita-milla, Raúl; Izquierdo-verdiguier, Emma; Bruzzone, Lorenzo; Bovolo, Francesca; Benediktsson, Jon Atli.

Proceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland. ed. / L. Bruzzone. Vol. 10427 SPIE - The International Society for Optical Engineering, 2017. 104270W (Proceedings of SPIE; No. 10427).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

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AU - Zafari, Azar

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AU - Bruzzone, Lorenzo

AU - Bovolo, Francesca

AU - Benediktsson, Jon Atli

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T3 - Proceedings of SPIE

BT - Proceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland

A2 - Bruzzone, L.

PB - SPIE - The International Society for Optical Engineering

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Zafari A, Zurita-milla R, Izquierdo-verdiguier E, Bruzzone L, Bovolo F, Benediktsson JA. Integrating support vector machines and random forests to classify crops in time series of Worldview-2 images. In Bruzzone L, editor, Proceedings of Image and Signal Processing for Remote Sensing XXIII, 11-14 September 2017, Warsaw, Poland. Vol. 10427. SPIE - The International Society for Optical Engineering. 2017. 104270W. (Proceedings of SPIE; 10427). https://doi.org/10.1117/12.2278421