دورية أكاديمية
How to make sense of 3D representations for plant phenotyping : a compendium of processing and analysis techniques
| العنوان: | How to make sense of 3D representations for plant phenotyping : a compendium of processing and analysis techniques |
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| المؤلفون: | Harandi, Negin, Vandenberghe, Breght, Vankerschaver, Joris, Depuydt, Stephen, Van Messem, Arnout |
| المصدر: | PLANT METHODS ; ISSN: 1746-4811 |
| سنة النشر: | 2023 |
| المجموعة: | Ghent University Academic Bibliography |
| مصطلحات موضوعية: | Mathematics and Statistics, Biology and Life Sciences, Plant Science, Genetics, Biotechnology, Plant phenotyping, 3D acquisition, Computer vision, Point cloud processing, Segmentation, Skeletonization, TIME-OF-FLIGHT, MESH SEGMENTATION, POINT CLOUDS, LEARNING TECHNIQUES, AUTOMATED RECOVERY, IMAGING-SYSTEM, WATER-CONTENT, DEPTH IMAGES, MEAN SHIFT, RECONSTRUCTION |
| الوصف: | Computer vision technology is moving more and more towards a three-dimensional approach, and plant phenotyping is following this trend. However, despite its potential, the complexity of the analysis of 3D representations has been the main bottleneck hindering the wider deployment of 3D plant phenotyping. In this review we provide an overview of typical steps for the processing and analysis of 3D representations of plants, to offer potential users of 3D phenotyping a first gateway into its application, and to stimulate its further development. We focus on plant phenotyping applications where the goal is to measure characteristics of single plants or crop canopies on a small scale in research settings, as opposed to large scale crop monitoring in the field. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| العلاقة: | https://biblio.ugent.be/publication/01H4HX4JMCA4WAVZA59516X0BMTest; http://hdl.handle.net/1854/LU-01H4HX4JMCA4WAVZA59516X0BMTest; http://doi.org/10.1186/s13007-023-01031-zTest; https://biblio.ugent.be/publication/01H4HX4JMCA4WAVZA59516X0BM/file/01H4HXHSZ6TXW6YQ6AQQJB1Y30Test |
| DOI: | 10.1186/s13007-023-01031-z |
| الإتاحة: | https://doi.org/10.1186/s13007-023-01031-zTest https://biblio.ugent.be/publication/01H4HX4JMCA4WAVZA59516X0BMTest http://hdl.handle.net/1854/LU-01H4HX4JMCA4WAVZA59516X0BMTest https://biblio.ugent.be/publication/01H4HX4JMCA4WAVZA59516X0BM/file/01H4HXHSZ6TXW6YQ6AQQJB1Y30Test |
| حقوق: | Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) ; info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.50D27C4B |
| قاعدة البيانات: | BASE |
| DOI: | 10.1186/s13007-023-01031-z |
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