Database Reference
In-Depth Information
Table 9.1
Summary of previous video genre categorization methods
Data size
Domain knowledge
References
No. of genres
Hours
Object based
Cinematic based
Genre categorization method
Accuracy (%)
2000 [
250
]
4
8
Ye s
Ye s
C4.5 decision tree
83
2003 [
251
]
6
33.75
Ye s
Ye s
Statistics based
n/a
2003 [
245
]
5
5
Ye s
No
PCA & GMM
86.5
2004 [
252
]
4
n/a
Ye s
Ye s
Decision tree and HMM
91.6
2006 [
253
]
3
16
No
Ye s
Pseudo-2D-HMM
n/a
2006 [
254
]
6
33.33
No
Ye s
Hierarchical SVM
94
2008 [
255
]
5
5
Ye s
Ye s
Multimodel
88.5
2008 [
256
]
8
100
Ye s
Ye s
Parallel neural networks
95
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