Table 3 Proposed processing methods.
From: Inspection of railway catenary systems using machine learning with domain knowledge integration
ID | Base processing method | Additional processing method | Model 1 type | Model 2 type |
|---|---|---|---|---|
1 | Simple one-stage | – | All | – |
2 | Simple two-stage (tiling) | – | Basic | Small |
3 | Two-stage processing (object grouping) | – | Basic | Small |
3+M | Same as 3 | Second Stage ROI masking | Basic | Small |
3+D | Same as 3 | Confidence score weighting | Basic | Small |
3+M+D | Same as 3 | Confidence score weighting and second stage ROI masking | Basic | Small |
