Drought stress prediction and propagation using time series modeling on multimodal plant image sequences

The paper introduces two novel algorithms for predicting and propagating drought stress in plants using image sequences captured by cameras in two modalities, i.e., visible light and hyperspectral. The first algorithm, VisStressPredict, computes a time series of holistic phenotypes, e.g., height, bi...

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Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Sruti Das Choudhury, Sinjoy Saha, Ashok Samal, Anastasios Mazis, Tala Awada
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-02-01
Subjects:	stress prediction image sequence analysis time series modeling dynamic time warping temporal stress propagation spectral band difference segmentation
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2023.1003150/full