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. 2024 Dec 6;11:1490812. doi: 10.3389/frobt.2024.1490812

TABLE 1.

Accuracy metrics for comparison between the proposed approach using Structured Forests (SF) and an approach using the Canny edge detector. The average results presented in the table are calculated over 3,000 frames.

Runway sidelines detectors Canny Proposed SF
Scenario Accuracy
Clear Weather Simulation Videos 100% 100%
Fog and Crosswind Simulation Videos 52.25% 56.25%
Adverse Lighting Simulation Videos 87.3% 99.2%
Clear Weather Real Videos 55.3% 82.4%
Overall Information
Average Accuracy 73.7% 84.4%
Average Processing Time 0.007895 0.007952
Total Frames for Evaluation 3,000 3,000