A Low-Cost Process for Plant Motion Magnification for Smart Indoor Farming

Danilo Pena, Parinaz Dehaghani, Oussama Abdelkader, Hadjer Bouzebiba, A. Aguiar

2023

Abstract

Smart indoor farming promises to improve the capacity to feed people in urban centers in future production. Non-invasive sensing and monitoring technologies play a crucial role in enabling such controlled environments. In this paper, we propose a new architecture to magnify subtle movements of plants in videos, highlighting non-perceptible motions that can be used for analyzing and obtaining characteristic traits of plants. We investigate the limitations of the technique with synthetic and real data and evaluate different plant samples. Experimental results present leaf movements from short videos that could not be noticed before the magnification.

Paper Citation

in Harvard Style

Pena D., Dehaghani P., Abdelkader O., Bouzebiba H. and Aguiar A. (2023). A Low-Cost Process for Plant Motion Magnification for Smart Indoor Farming. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 4: VISAPP; ISBN 978-989-758-634-7, SciTePress, pages 378-384. DOI: 10.5220/0011717100003417

in Bibtex Style

@conference{visapp23,
author={Danilo Pena and Parinaz Dehaghani and Oussama Abdelkader and Hadjer Bouzebiba and A. Aguiar},
title={A Low-Cost Process for Plant Motion Magnification for Smart Indoor Farming},
booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 4: VISAPP},
year={2023},
pages={378-384},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011717100003417},
isbn={978-989-758-634-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 4: VISAPP
TI - A Low-Cost Process for Plant Motion Magnification for Smart Indoor Farming
SN - 978-989-758-634-7
AU - Pena D.
AU - Dehaghani P.
AU - Abdelkader O.
AU - Bouzebiba H.
AU - Aguiar A.
PY - 2023
SP - 378
EP - 384
DO - 10.5220/0011717100003417
PB - SciTePress