Fig. 5: Detection accuracy of LodeSTAR on holographic data.
From: Single-shot self-supervised object detection in microscopy
The detection F1 score as a function of the signal-to-noise ratio (calculated as \(\max (|I|)/\sqrt{{\sigma }_{Re}^{2}+{\sigma }_{Im}^{2}}\), where I is the field, and σRe, σIm are the standard deviations of the real and imaginary parts of the field), on synthetic data. a F1 score (shaded region is the 0.95-th quantile) of LodeSTAR on the standard holographic setup. For the two particle sizes used, the F1 score is around 0.98. b F1 score (shaded region is the 0.95-th quantile) of LodeSTAR on the sample-position-modulated holographic setup. For the particle size used, the F1 score is around 0.96.
