On the use of depth camera for 3D phenotyping of entire plants
On the use of depth camera for 3D phenotyping of entire plants
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DOI：
10.1016/j.compag.2011.12.007
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发表时间：
2012-03-01
影响因子：
8.3
通讯作者：
Chapeau-Blondeau, Francois
中科院分区：
文献类型：
--
作者：
Chene, Yann;Rousseau, David;Chapeau-Blondeau, Francois
在这篇文章中，我们评估了深度成像系统在植物表型鉴定方面的3D测量潜力。提出了一种从单幅俯视图中分割植物深度图像的新算法。然后介绍了各种生物学兴趣的应用，包括玫瑰、丝兰和苹果树，以展示这些成像系统的实用兴趣。此外，这里使用的深度相机成本非常低，重量也很轻。因此，本研究结果为在受控环境或野外条件下进行高通量表型鉴定开辟了有趣的前景。(C)2012爱思唯尔B.V.保留所有权利。
In this article, we assess the potential of depth imaging systems for 3D measurements in the context of plant phenotyping. We propose an original algorithm to segment depth images of plant from a single top-view. Various applications of biological interest involving for illustration rosebush, yucca and apple tree are then presented to demonstrate the practical interest of such imaging systems. In addition, the depth camera used here is very low cost and low weight. The present results therefore open interesting perspectives in the direction of high-throughput phenotyping in controlled environment or in field conditions. (C) 2012 Elsevier B.V. All rights reserved.