Mathematical Problems in Engineering

Research Article

Egocentric Video Summarization Based on People Interaction Using Deep Learning

Table 2

Performance comparison of the proposed and existing state-of-the-methods.
Techniques Length (hours) Frame RateResolutionQuantityF1-Score
Aghaei et al. [49]Not specified2fpmNot specified20.000 images0.77
Yang et al. [23]Not specified30fpsNot specified800 videos0.91
Aghaei et al. [30]Not specified30fps1920x1080125200 images0.87
Su et al. [50]1415fps640x48027 videos0.82
Proposed Method1315fps320x4804 videos0.95