Table 1 Performance evaluation of numerous saliency detection models for a sample hysteroscopy video
From: Visual saliency models for summarization of diagnostic hysteroscopy videos in healthcare systems
Serial no. | Saliency detection model | Total keyframes | Extracted keyframes | Attention curve threshold | Accuracy (%) | Extracted frame numbers |
|---|---|---|---|---|---|---|
1 | MS | 10 | 3 | 0.024 | 30 | 1584, 2231, 2977 |
2 | MSCM | 10 | 6 | 0.015 | 60 | 1584, 2070, 2289, 2323, 2668, 2977 |
3 | TS | 10 | 5 | 0.872 | 50 | 2070, 2264, 2289, 2323, 2977 |
4 | CM | 10 | 4 | 0.226 | 40 | 2150, 2386, 2668, 2977 |
5 | MSÂ +Â MSCMÂ +Â TS | 10 | 6 | 0.571 | 60 | 1584, 2070, 2231, 2323, 2386, 2668 |
6 | HSDM | 10 | 7 | 0.847 | 70 | 1584, 2231, 2264, 2323, 2386, 2668, 2977 |
7 | SIM | 10 | 5 | 0.984 | 50 | 1584, 2070, 2231, 2289, 2977 |