A Simple Hierarchical Pooling Data Structure for Loop Closure

Xiaohan Fei, Konstantine Tsotsos, Stefano Soatto

We propose a data structure obtained by hierarchically averaging bag-of-word descriptors during a sequence of views that achieves average speedups in large-scale loop closure appli…