Joint Plant Instance Detection and Leaf Count Estimation for In-Field Plant Phenotyping

Precision management of agricultural fields as well as plant breeding are central factors for keeping yields high and to provide food, feed, and fiber for our society. A key element in breeding trials but also for targeted management actions is to analyze the growth state of individual plants object...

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Veröffentlicht in:	IEEE robotics and automation letters Jg. 6; H. 2; S. 3599 - 3606
Hauptverfasser:	Weyler, Jan, Milioto, Andres, Falck, Tillmann, Behley, Jens, Stachniss, Cyrill
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.04.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Agriculture Crops Deep learning for visual perception Feeds Heating systems Image segmentation Object recognition Plants (biology) robotics and automation in agriculture and forestry Robots Three-dimensional displays
ISSN:	2377-3766, 2377-3766
Online-Zugang:	Volltext
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