Table 2 Comparison of general video summarization methods, general-purpose and domain-specific saliency detection based summarization schemes for keyframes extraction from a sample hysteroscopy video
From: Visual saliency models for summarization of diagnostic hysteroscopy videos in healthcare systems
Serial. no | Method name | Category of video summarization | Total keyframes | Feature extraction model | Total number of frames | Accuracy (%) |
|---|---|---|---|---|---|---|
1 | Ejaz et al. (2012) | General-purpose VS | 10 | Low-level features | 3529 | 20 |
2 | Ejaz and Baik (2012) | General-purpose VS | 10 | High-level features | 3529 | 40 |
3 | SIM (Bruce and Tsotsos 2005) | General-purpose VS | 10 | General-purpose saliency detection | 3529 | 50 |
4 | Hybrid saliency detection model | Domain-specific VS | 10 | Domain-specific saliency detection | 3529 | 70 |