English

PlantTracing: Tracing Arabidopsis Thaliana Apex with CenterTrack

Computer Vision and Pattern Recognition 2024-05-21 v1

Abstract

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.

Keywords

Cite

@article{arxiv.2405.11351,
  title  = {PlantTracing: Tracing Arabidopsis Thaliana Apex with CenterTrack},
  author = {Yuanzhe Liu and Yixiang Mao and Yao Wang},
  journal= {arXiv preprint arXiv:2405.11351},
  year   = {2024}
}

Comments

4 pages, 13 figures