Cargando…
Plant Root Phenotyping Using Deep Conditional GANs and Binary Semantic Segmentation
This paper develops an approach to perform binary semantic segmentation on Arabidopsis thaliana root images for plant root phenotyping using a conditional generative adversarial network (cGAN) to address pixel-wise class imbalance. Specifically, we use Pix2PixHD, an image-to-image translation cGAN,...
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823511/ https://www.ncbi.nlm.nih.gov/pubmed/36616905 http://dx.doi.org/10.3390/s23010309 |