Research Article
Video Scene Detection Using Compact Bag of Visual Word Models
Table 1
Performance of BoVW and VLAD on cinematic and drama videos.
| Movie name | FPS | Duration hh:mm:ss | F-score | Scene boundary by [3] | Scene boundary by BoVW [2] | Scene boundary by [25] | VLAD |
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| The Pink Panther (2006) | 24 | 01:32:01 | 0.91 | 0.86 | 0.79 | 0.88 | Grown Ups (2010) | 25 | 01:40:55 | 0.89 | 0.85 | 0.77 | 0.82 | The Expendables (2010) | 24 | 01:43:29 | 0.85 | 0.82 | 0.72 | 0.81 |
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| I Dream of Jeannie–My Wild Eyed Master | 25 | 00:24:15 | 0.90 | 0.86 | 0.83 | 0.88 | I Dream of Jeannie–My Master, The Rich Tycoon | 25 | 00:24:18 | 0.89 | 0.87 | 0.81 | 0.84 | I Dream of Jeannie–My Master, The Doctor | 25 | 00:24:43 | 0.87 | 0.85 | 0.75 | 0.88 | I Dream of Jeannie–The Moving Finger | 25 | 00:24:32 | 0.85 | 0.83 | 0.79 | 0.81 | Big Bang Theory (Season 1) Episode 1 | 25 | 00:22:33 | 0.87 | 0.86 | 0.79 | 0.84 | Big Bang Theory (Season 1) Episode 2 | 25 | 00:23:00 | 0.86 | 0.81 | 0.85 | 0.85 | Big Bang Theory (Season 1) Episode 3 | 25 | 00:23:00 | 0.87 | 0.84 | 0.81 | 0.81 | Big Bang Theory (Season 1) Episode 4 | 25 | 00:24:00 | 0.88 | 0.87 | 0.83 | 0.87 |
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