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
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
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