Deep learning-based person re-identification methods: A survey and outlook of recent works. (arXiv:2110.04764v5 [cs.CV] UPDATED)

In recent years, with the increasing demand for public safety and the rapid
development of intelligent surveillance networks, person re-identification
(Re-ID) has become one of the hot research topics in the computer vision field.
The main research goal of person Re-ID is to retrieve persons with the same
identity from different cameras. However, traditional person Re-ID methods
require manual marking of person targets, which consumes a lot of labor cost.
With the widespread application of deep neural networks, many deep …

arxiv cv deep learning identification learning person survey