Non-destructive and cost-effective 3D plant growth monitoring system in outdoor conditions
| Autor: | Gourab Sen Gupta, Donald G. Bailey, Abhipray Paturkar |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Plant growth
Computer Networks and Communications Computer science Real-time computing 020207 software engineering Monitoring system 02 engineering and technology Plant phenotyping Hardware and Architecture Non destructive 0202 electrical engineering electronic engineering information engineering Media Technology Structure from motion Software |
| Zdroj: | Multimedia Tools and Applications. 79:34955-34971 |
| ISSN: | 1573-7721 1380-7501 |
| DOI: | 10.1007/s11042-020-08854-1 |
| Popis: | There is a high demand for non-destructive systems in plant phenotyping which should precisely calculate plant growth and structure parameters. In this study, the growth of chilli plants (Capsicum annum L) was monitored in outdoor conditions. We also proposed a cost-effective and non-destructive solution for reconstruction of plants in 3D using a single mobile phone camera based on a structure from motion algorithm. Various plant growth and structure parameters such as number of leaves, plant height, and leaf area were measured from the reconstructed 3D models at different plant growth periods. The accuracy of our proposed system is measured by comparing the values derived from the 3D plant model with manual measurements. The results demonstrate that the proposed system has potential to monitor plant growth precisely and non-destructively in outdoor conditions when compared with state-of-the-art systems. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|
Full text from SpringerLink