Plant Root Phenotyping Using Deep Conditional GANs and Binary Semantic Segmentation
This paper develops an approach to perform binary semantic segmentation on <i>Arabidopsis thaliana</i> 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...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-12-01
|
| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/23/1/309 |