In Situ Root Dataset Expansion Strategy Based on an Improved CycleGAN Generator

The root system plays a vital role in plants' ability to absorb water and nutrients. In situ root research offers an intuitive approach to exploring root phenotypes and their dynamics. Deep-learning-based root segmentation methods have gained popularity, but they require large labeled datasets...

Full description

Bibliographic Details
Main Authors: Qiushi Yu, Nan Wang, Hui Tang, JiaXi Zhang, Rui Xu, Liantao Liu
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2024-01-01
Series:Plant Phenomics
Online Access:https://spj.science.org/doi/10.34133/plantphenomics.0148