PlantTracing: Tracing Arabidopsis Thaliana Apex with CenterTrack
Fuente:
arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
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| _version_ | 1866911881700048896 |
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| author | Liu, Yuanzhe Mao, Yixiang Wang, Yao |
| author_facet | Liu, Yuanzhe Mao, Yixiang Wang, Yao |
| contents | This work applies an encoder-decoder-based machine learning network to detect and track the motion and growth of the flowering stem apex of Arabidopsis Thaliana. Based on the CenterTrack, a machine learning back-end network, we trained a model based on ten time-lapsed labeled videos and tested against three videos. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_11351 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | PlantTracing: Tracing Arabidopsis Thaliana Apex with CenterTrack Liu, Yuanzhe Mao, Yixiang Wang, Yao Computer Vision and Pattern Recognition This work applies an encoder-decoder-based machine learning network to detect and track the motion and growth of the flowering stem apex of Arabidopsis Thaliana. Based on the CenterTrack, a machine learning back-end network, we trained a model based on ten time-lapsed labeled videos and tested against three videos. |
| title | PlantTracing: Tracing Arabidopsis Thaliana Apex with CenterTrack |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2405.11351 |