A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit <a rel="external noopener" href="https://mdpi-res.com/d_attachment/remotesensing/remotesensing-14-00356/article_deploy/remotesensing-14-00356-v2.pdf">the original URL</a>. The file type is <code>application/pdf</code>.
Four-Dimensional Plant Phenotyping Model Integrating Low-Density LiDAR Data and Multispectral Images
<span title="2022-01-13">2022</span>
<i title="MDPI AG">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kay2tsbijbawliu45dnhvyvgsq" style="color: black;">Remote Sensing</a>
</i>
Preserved Fulltext
High-throughput platforms for plant phenotyping usually demand expensive high-density LiDAR devices with computational intense methods for characterizing several morphological variables. In fact, most platforms require offline processing to achieve a comprehensive plant architecture model. In this paper, we propose a low-cost plant phenotyping system based on the sensory fusion of low-density LiDAR data with multispectral imagery. Our contribution is twofold: (i) an integrated phenotyping
<span class="external-identifiers">
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14020356">doi:10.3390/rs14020356</a>
<a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wqxjrbrajrhltcrakgxgbqqllq">fatcat:wqxjrbrajrhltcrakgxgbqqllq</a>
</span>
more »
... rm with embedded processing methods capable of providing real-time morphological data, and (ii) a multi-sensor fusion algorithm that precisely match the 3D LiDAR point-cloud data with the corresponding multispectral information, aiming for the consolidation of four-dimensional plant models. We conducted extensive experimental tests over two plants with different morphological structures, demonstrating the potential of the proposed solution for enabling real-time plant architecture modeling in the field, based on low-density LiDARs.
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220127081743/https://mdpi-res.com/d_attachment/remotesensing/remotesensing-14-00356/article_deploy/remotesensing-14-00356-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext">
<button class="ui simple right pointing dropdown compact black labeled icon button serp-button">
<i class="icon ia-icon"></i>
Web Archive
[PDF]
<div class="menu fulltext-thumbnail">
<img src="https://blobs.fatcat.wiki/thumbnail/pdf/81/7b/817b43e804ed35f5a96a5175c43e80b14463d8d3.180px.jpg" alt="fulltext thumbnail" loading="lazy">
</div>
</button>
</a>
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/rs14020356">
<button class="ui left aligned compact blue labeled icon button serp-button">
<i class="unlock alternate icon" style="background-color: #fb971f;"></i>
mdpi.com
</button>
</a>