Fig. 3 | Scientific Reports

Fig. 3

From: Advanced phenotyping features utilizing deep learning techniques for automated analysis of stomatal guard cell orientation

Fig. 3

Post-processing pipeline for extracting stomatal phenotyping parameters. This figure outlines the sequential steps applied after instance segmentation to compute key stomatal features. Starting from the predicted masks, the process includes contour extraction, shape fitting, and morphological analysis to derive parameters such as stomatal orientation, length, width, pore area, guard cell area, and opening ratio. These quantitative traits are essential for downstream phenotypic analyses and biological interpretation.

Back to article page