Research Article

Person Retrieval in Video Surveillance Using Deep Learning–Based Instance Segmentation

Table 1

Clothing classification accuracy when applying the system to the DukeMTMC-reID dataset.

Types of clothesClassification rate (%)

Hat95.35
Hair99.90
Glove80.00
Clothes98.43
Coat99.68
Socks81.82
Pants99.36
Scarf90.00
Skirt100.00
Shoes98.96
Average94.35