Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise

J. Lermanda; Sergio N. Torres; Pablo A. Coelho

doi:10.1109/CHILECON60335.2023.10418661

Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise

J. Lermanda, Sergio N. Torres, Pablo A. Coelho

Universidad de Concepción

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

Abstract

The areas in which the Infrared (IR) spectrum gives vital information are as different as they are unique. However, this versatility comes with limitations. One of these obstacles is how to deal with the noise that affects this spectrum, which heavily distorts the data acquired from a scene. This investigation centers itself around how to fix the Fixed Pattern Noise (FPN) in the Short Wave Infrared (SWIR) using a refocusing algorithm, as an alternative of the two point black body calibration. Plants are chosen because of the ease to identify hidric stress in them using IR imaging due to the water natural reflectance and absorbance properties. The elimination of noise using this method will be revised, comparing it to the well known two point calibration method. Furthermore, by using filters a multispectral cube will be created and a spectral range of interest within the SWIR will be defined.

Original language	English
Title of host publication	ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350369533
DOIs	https://doi.org/10.1109/CHILECON60335.2023.10418661
State	Published - 2023
Event	2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023 - Hybrid, Valdivia, Chile Duration: 2023 → 2023

Publication series

Name	Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon
ISSN (Print)	2832-1529
ISSN (Electronic)	2832-1537

Conference

Conference	2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023
Country/Territory	Chile
City	Hybrid, Valdivia
Period	05/12/23 → 07/12/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Hardware and Architecture
Information Systems
Information Systems and Management
Energy Engineering and Power Technology
Electrical and Electronic Engineering
Control and Optimization

Access to Document

10.1109/CHILECON60335.2023.10418661

Cite this

Lermanda, J., Torres, S. N., & Coelho, P. A. (2023). Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise. In ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CHILECON60335.2023.10418661

Lermanda, J. ; Torres, Sergio N. ; Coelho, Pablo A. / Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise. ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon).

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title = "Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise",

abstract = "The areas in which the Infrared (IR) spectrum gives vital information are as different as they are unique. However, this versatility comes with limitations. One of these obstacles is how to deal with the noise that affects this spectrum, which heavily distorts the data acquired from a scene. This investigation centers itself around how to fix the Fixed Pattern Noise (FPN) in the Short Wave Infrared (SWIR) using a refocusing algorithm, as an alternative of the two point black body calibration. Plants are chosen because of the ease to identify hidric stress in them using IR imaging due to the water natural reflectance and absorbance properties. The elimination of noise using this method will be revised, comparing it to the well known two point calibration method. Furthermore, by using filters a multispectral cube will be created and a spectral range of interest within the SWIR will be defined.",

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author = "J. Lermanda and Torres, {Sergio N.} and Coelho, {Pablo A.}",

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doi = "10.1109/CHILECON60335.2023.10418661",

language = "English",

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Lermanda, J, Torres, SN & Coelho, PA 2023, Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise. in ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon, Institute of Electrical and Electronics Engineers Inc., 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon 2023, Hybrid, Valdivia, Chile, 05/12/23. https://doi.org/10.1109/CHILECON60335.2023.10418661

Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise. / Lermanda, J.; Torres, Sergio N.; Coelho, Pablo A.
ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon).

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

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N2 - The areas in which the Infrared (IR) spectrum gives vital information are as different as they are unique. However, this versatility comes with limitations. One of these obstacles is how to deal with the noise that affects this spectrum, which heavily distorts the data acquired from a scene. This investigation centers itself around how to fix the Fixed Pattern Noise (FPN) in the Short Wave Infrared (SWIR) using a refocusing algorithm, as an alternative of the two point black body calibration. Plants are chosen because of the ease to identify hidric stress in them using IR imaging due to the water natural reflectance and absorbance properties. The elimination of noise using this method will be revised, comparing it to the well known two point calibration method. Furthermore, by using filters a multispectral cube will be created and a spectral range of interest within the SWIR will be defined.

AB - The areas in which the Infrared (IR) spectrum gives vital information are as different as they are unique. However, this versatility comes with limitations. One of these obstacles is how to deal with the noise that affects this spectrum, which heavily distorts the data acquired from a scene. This investigation centers itself around how to fix the Fixed Pattern Noise (FPN) in the Short Wave Infrared (SWIR) using a refocusing algorithm, as an alternative of the two point black body calibration. Plants are chosen because of the ease to identify hidric stress in them using IR imaging due to the water natural reflectance and absorbance properties. The elimination of noise using this method will be revised, comparing it to the well known two point calibration method. Furthermore, by using filters a multispectral cube will be created and a spectral range of interest within the SWIR will be defined.

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Lermanda J, Torres SN, Coelho PA. Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise. In ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc. 2023. (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon). doi: 10.1109/CHILECON60335.2023.10418661

Hidric Stress Analysis of Plants Using an Infrared Plenoptic Imaging System Free of Fixed Pattern Noise

Abstract

Publication series

Conference

Bibliographical note

ASJC Scopus subject areas

Access to Document

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