3-D reconstruction of maize plants using a time-of-flight camera

[Display omitted] •The ICP algorithm was utilised to create point clouds of maize crop rows.•A qualitative analysis was performed of the reconstructed maize plant point clouds.•A k-means clustering at the base of the plant point cloud was used for validation.•The developed methodology managed to gen...

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Bibliographic details
Volume: 145
Main Author: Vázquez-Arellano, Manuel
Reiser, David
Paraforos, Dimitris S
Garrido-Izard, Miguel
Burce, Marlowe Edgar C
Griepentrog, Hans W
Format: Journal Article
Language: English
Zielgruppe: Academic
Place of publication: Elsevier B.V 01.02.2018
published in: Computers and electronics in agriculture Vol. 145; pp. 235 - 247
ORCID: 0000-0003-0158-6456
Data of publication: February 2018
ISSN: 0168-1699
1872-7107
EISSN: 1872-7107
Discipline: Agriculture
Subjects:
Online Access: Fulltext
Database: CrossRef
Academic OneFile (A&I only)
Database information Databases - DBIS