Segmentation of macrophomina in aerial imagery of a cotton field

Omer Sapir; Iftach Klapp; Ariela Niv; Michal Axelrod; Nir Sochen

doi:10.1364/EE.2018.ET4A.4

Segmentation of macrophomina in aerial imagery of a cotton field

Omer Sapir, Iftach Klapp, Ariela Niv, Michal Axelrod, Nir Sochen

School of Mathematical Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

A novel algorithm combining sparse dictionary learning with variational method segmentation enables recognizing outbursts of macrophomina in cotton field images taken from a drone.

Original language	English
Title of host publication	Optics and Photonics for Energy and the Environment, EE 2018
Publisher	OSA - The Optical Society
ISBN (Print)	9781943580477
DOIs	https://doi.org/10.1364/EE.2018.ET4A.4
State	Published - 2018
Event	Optics and Photonics for Energy and the Environment, EE 2018 - Singapore, Singapore Duration: 5 Nov 2018 → 8 Nov 2018

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F118-EE 2018

Conference

Conference	Optics and Photonics for Energy and the Environment, EE 2018
Country/Territory	Singapore
City	Singapore
Period	5/11/18 → 8/11/18

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10.1364/EE.2018.ET4A.4

Cite this

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title = "Segmentation of macrophomina in aerial imagery of a cotton field",

abstract = "A novel algorithm combining sparse dictionary learning with variational method segmentation enables recognizing outbursts of macrophomina in cotton field images taken from a drone.",

author = "Omer Sapir and Iftach Klapp and Ariela Niv and Michal Axelrod and Nir Sochen",

note = "Publisher Copyright: {\textcopyright} 2018 The Author(s).; Optics and Photonics for Energy and the Environment, EE 2018 ; Conference date: 05-11-2018 Through 08-11-2018",

year = "2018",

doi = "10.1364/EE.2018.ET4A.4",

language = "אנגלית",

isbn = "9781943580477",

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booktitle = "Optics and Photonics for Energy and the Environment, EE 2018",

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Sapir, O, Klapp, I, Niv, A, Axelrod, M & Sochen, N 2018, Segmentation of macrophomina in aerial imagery of a cotton field. in Optics and Photonics for Energy and the Environment, EE 2018. Optics InfoBase Conference Papers, vol. Part F118-EE 2018, OSA - The Optical Society, Optics and Photonics for Energy and the Environment, EE 2018, Singapore, Singapore, 5/11/18. https://doi.org/10.1364/EE.2018.ET4A.4

Segmentation of macrophomina in aerial imagery of a cotton field. / Sapir, Omer; Klapp, Iftach; Niv, Ariela et al.
Optics and Photonics for Energy and the Environment, EE 2018. OSA - The Optical Society, 2018. (Optics InfoBase Conference Papers; Vol. Part F118-EE 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Axelrod, Michal

AU - Sochen, Nir

PY - 2018

Y1 - 2018

N2 - A novel algorithm combining sparse dictionary learning with variational method segmentation enables recognizing outbursts of macrophomina in cotton field images taken from a drone.

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SN - 9781943580477

T3 - Optics InfoBase Conference Papers

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T2 - Optics and Photonics for Energy and the Environment, EE 2018

Y2 - 5 November 2018 through 8 November 2018

ER -

Segmentation of macrophomina in aerial imagery of a cotton field

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