(ECCV 2014)

In my understanding, the spp in fact employs global pooling to downsample arbitary size feature map into fix size feature map.
Multi-scale informations are merged together.

Useful link:

1. https://blog.csdn.net/csyhhb/article/details/50427761
2. SPP is an extension of BoW(Bag of Word)