Confidence-based Fusion
n
Different HLFs have different prediction confidence
n
Need to take this into consideration
n
Obtain the confidence info from the available training
samples to perform 5-fold cross validation
where Conf(HLF
k
) is estimated MAP of the Detector
k
n
The final score for shot S
i
w.r.t. query Q is: