Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask

Person reidentification (PReID) has received increasing attention due to its significant importance in intelligent video surveillance. However, most existing multiscale feature learning methods embed the multiscale feature extraction modules for PReID, which increases the complexity of the inference network and reduces the timeliness. Moreover, jointly using the small-scale and large-scale feature...