Pedestrian Alignment Network for Large-scale Person Re-identification

Understand

Person re-identification (person re-ID) is mostly viewed as an image retrieval problem.

• This task aims to search a query person in a large image pool.
• In practice, person re-ID usually adopts automatic detectors to obtain cropped pedestrian images.
• However, this process suffers from two types of detector errors: excessive background and part missing.