Why do you subtract mean value of imageNet for preprocessing the training images?

[HyunjiEllenPak]

In your paper,"Deep Metric Learning with BIER:
Boosting Independent Embeddings Robustly"
Why do you subtract mean value of imageNet for preprocessing the training images?
Could you explain me specifically?

thanks