Attention-Aware Compositional Network for Person Re-identification

Understand

Person re-identification (ReID) is to identify pedestrians observed from different camera views based on visual appearance.

• It is a challenging task due to large pose variations, complex background clutters and severe occlusions.
• Recently, human pose estimation by predicting joint locations was largely improved in accuracy.
• It is reasonable to use pose estimation results for handling pose variations and background clutters, and such attempts have obtained great improvement in ReID performance.