On the 3D point clouds–palm and coconut trees data set extraction and their usages
Abstract Objective Drone image data set can be utilized for field surveying and image data collection which can be useful for analytics. With the current drone mapping software, useful 3D object reconstruction is possible. This research aims to learn the 3D data set construction process for trees wi...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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BMC
2023-12-01
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| Series: | BMC Research Notes |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s13104-023-06647-x |
| _version_ | 1797398240833830912 |
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| author | Chantana Chantrapornchai Phisit Srijan |
| author_facet | Chantana Chantrapornchai Phisit Srijan |
| author_sort | Chantana Chantrapornchai |
| collection | DOAJ |
| description | Abstract Objective Drone image data set can be utilized for field surveying and image data collection which can be useful for analytics. With the current drone mapping software, useful 3D object reconstruction is possible. This research aims to learn the 3D data set construction process for trees with open-source software along with their usage. Thus, we research the tools used for 3D data set construction, especially in the agriculture field. Due to the growing open-source community, we demonstrate the case study of our palm and coconut data sets against the open-source ones. Results The methodology for achieving the point cloud data set was based on the tools: OpenDroneMap, CloudCompare, and Open3D. As a result, 40 palm trees and 40 coconut tree point clouds were extracted. Examples of the usages are provided in the area of volume estimation and graph analytics. |
| first_indexed | 2024-03-09T01:21:46Z |
| format | Article |
| id | doaj.art-bd493657467c45d298eb108bf706a698 |
| institution | Directory Open Access Journal |
| issn | 1756-0500 |
| language | English |
| last_indexed | 2024-03-09T01:21:46Z |
| publishDate | 2023-12-01 |
| publisher | BMC |
| record_format | Article |
| series | BMC Research Notes |
| spelling | doaj.art-bd493657467c45d298eb108bf706a6982023-12-10T12:06:05ZengBMCBMC Research Notes1756-05002023-12-0116111210.1186/s13104-023-06647-xOn the 3D point clouds–palm and coconut trees data set extraction and their usagesChantana Chantrapornchai0Phisit Srijan1Department of Computer Engineering, Kasetsart UniversityDepartment of Computer Engineering, Kasetsart UniversityAbstract Objective Drone image data set can be utilized for field surveying and image data collection which can be useful for analytics. With the current drone mapping software, useful 3D object reconstruction is possible. This research aims to learn the 3D data set construction process for trees with open-source software along with their usage. Thus, we research the tools used for 3D data set construction, especially in the agriculture field. Due to the growing open-source community, we demonstrate the case study of our palm and coconut data sets against the open-source ones. Results The methodology for achieving the point cloud data set was based on the tools: OpenDroneMap, CloudCompare, and Open3D. As a result, 40 palm trees and 40 coconut tree point clouds were extracted. Examples of the usages are provided in the area of volume estimation and graph analytics.https://doi.org/10.1186/s13104-023-06647-xPalm data setCoconut datasetDrone image analyticWebODMOpen3DCloudCompare |
| spellingShingle | Chantana Chantrapornchai Phisit Srijan On the 3D point clouds–palm and coconut trees data set extraction and their usages BMC Research Notes Palm data set Coconut dataset Drone image analytic WebODM Open3D CloudCompare |
| title | On the 3D point clouds–palm and coconut trees data set extraction and their usages |
| title_full | On the 3D point clouds–palm and coconut trees data set extraction and their usages |
| title_fullStr | On the 3D point clouds–palm and coconut trees data set extraction and their usages |
| title_full_unstemmed | On the 3D point clouds–palm and coconut trees data set extraction and their usages |
| title_short | On the 3D point clouds–palm and coconut trees data set extraction and their usages |
| title_sort | on the 3d point clouds palm and coconut trees data set extraction and their usages |
| topic | Palm data set Coconut dataset Drone image analytic WebODM Open3D CloudCompare |
| url | https://doi.org/10.1186/s13104-023-06647-x |
| work_keys_str_mv | AT chantanachantrapornchai onthe3dpointcloudspalmandcoconuttreesdatasetextractionandtheirusages AT phisitsrijan onthe3dpointcloudspalmandcoconuttreesdatasetextractionandtheirusages |