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Table 6 Computation time per image for different datasets and image sizes

From: CytoSpectre: a tool for spectral analysis of oriented structures on cellular and subcellular levels

Image size (pixels) Cell cluster dataset Fibril dataset Validation set 1 Validation set 2 Validation set 3
500 × 500 1.96 ± 0.46 1.93 ± 0.26 2.17 ± 0.32 2.18 ± 0.44 2.40 ± 0.39
1000 × 1000 1.91 ± 0.28 2.00 ± 0.30 2.26 ± 0.52 2.10 ± 0.38 2.62 ± 0.54
2000 × 2000 2.04 ± 0.18 2.10 ± 0.37 2.36 ± 0.34 2.17 ± 0.32 2.59 ± 0.61
3000 × 3000 2.24 ± 0.49 2.30 ± 0.32 2.40 ± 0.29 2.52 ± 0.42 2.62 ± 0.49
4000 × 4000 6.79 ± 0.73 7.40 ± 1.52 8.65 ± 1.52 7.84 ± 1.10 9.61 ± 2.06
5000 × 5000 7.05 ± 0.75 7.87 ± 1.85 8.36 ± 1.23 8.26 ± 1.63 9.77 ± 2.05
  1. Computation time (mean ± standard deviation) in seconds required for analyzing a single image from each dataset at different image sizes. The analysis was performed using a laptop PC equipped with an Intel Core™ i5 processor