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Table 5 Comparison of detection performance with state-of-the-art detectors at FPPI =1

From: Sequential Monte Carlo filter based on multiple strategies for a scene specialization classifier

Detector

Dataset

 

CUHK (%)

MIT (%)

Generic [9]

26.60

9.80

Manual labeling

50.36

22.01

Nair 2004 [26]

28.80

42.70

Wang 2014[17]

51.12

49.00

Mao 2015 [19]

61.50

-

Our SMC_B_OAS

81.35

48.97

Gain (SMC_B_OAS / generic)

205.82

399.63