Person Re-identification Based on Improved Residual Neural Networks

Person re-identification is to search the same person from the picture gallery. The two key technologies of person re-identification are feature extraction and similarity measurements. The paper engages an improved residual neural network to make rank-1,5,10,20 accuracy and mAP be 1–5% higher than the original residual neural network in mainstream databases.