Research Article

Low-Rank and Sparse Based Deep-Fusion Convolutional Neural Network for Crowd Counting

Table 5

Performance of various network structures on Shanghaitech Part A dataset.

NetworkPart A dataset
MAEMSEMRE

One-column network179.7252.967.7
Three-column network110.2173.237.9
Alexnet_density125.1185.441.6
VGGnet_density128.5189.643.5
Deep-fusion97.9145.129.5