Plant Phenomics / 2019 / Article / Tab 6

Research Article

An Exploration of Deep-Learning Based Phenotypic Analysis to Detect Spike Regions in Field Conditions for UK Bread Wheat

Table 6

Quantitative results of segmentation performance of FCN for the 2016 dataset reported for each growth stage.

Growth StageGAMASpike AccuracyMIoUSpike IoU

Late booting (GS45-47)97.4167.637.355.012.33

Heading (GS51-59)92.7277.0159.262.031.0

Flowering (GS61-69)93.3084.070.377.061.0

Grain filling (GS71-73)94.087.1277.1480.1467.53

Mean93.5482.1367.5573.053.0