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. 2023 Feb 27;19:18. doi: 10.1186/s13007-023-00984-5

Table 5.

Effect of the search range on the tracking error and computation speed

Search range Video 101×101 201×201 401×401
Error (mm) Speed (fps) Error (mm) Speed (fps) Error (mm) Speed (fps)
Val_1 1.82 93.6 2.54 73.9 0.32 31.5
Val_2 1.45 94.1 1.40 73.7 1.52 30.5
Test_1 2.53 91.3 1.68 73.3 0.91 30.5
Test_2 2.82 89.4 1.51 72.6 0.94 31.7
Test_3 1.37 92.2 1.85 74.7 1.43 31.7
Average 2.00 92.1 1.79 73.6 1.02 31.2

The speed is measured on a Nvidia RTX 2080 Max-Q laptop GPU. When running on an Intel i9-10980HK CPU, on average our program runs at 33fps, 16fps, and 6fps when the search range is set to 101×101, 201×201, and 401×401, respectively.

The bold values indicate that the corresponding algorithm (or model setting) performs the best in the comparison