Learning Pairwise Relationship for Multi-object Detection in Crowded Scenes

by Yu Liu, Lingqiao Liu, Hamid Rezatofighi, Thanh-Toan Do, Qinfeng Shi, Ian Reid

Paper is avaliable on Arxiv:

https://arxiv.org/abs/1901.03796

This work targeting on cure the GreedyNMS (a post-processing step for Object detection).

The experiments based on Faster-RCNN and DPM

tested on three datasets: MOT15, TUD-Crossing and PETS.

The comparison works include SoftNMS and ConvNMS.