Person re-identification based on deep learning—An overview
W Wei, W Yang, E Zuo, Y Qian, L Wang - Journal of Visual Communication …, 2022 - Elsevier
Person re-identification (ReID) is an intelligent video surveillance technology that retrieves
the same person from different cameras. This task is extremely challenging due to changes …
the same person from different cameras. This task is extremely challenging due to changes …
A comprehensive overview of person re-identification approaches
H Wang, H Du, Y Zhao, J Yan - Ieee Access, 2020 - ieeexplore.ieee.org
Person re-identification, identifying and tracking pedestrians in cross-domain monitoring
systems, is an important technology in the computer vision field and of real significance for …
systems, is an important technology in the computer vision field and of real significance for …
Unsupervised outlier detection via transformation invariant autoencoder
Autoencoder based methods are the majority of deep unsupervised outlier detection
methods. However, these methods perform not well on complex image datasets and suffer …
methods. However, these methods perform not well on complex image datasets and suffer …
Feature aggregation with reinforcement learning for video-based person re-identification
Video-based person re-identification (re-id) matches two tracks of persons from different
cameras. Features are extracted from the images of a sequence and then aggregated as a …
cameras. Features are extracted from the images of a sequence and then aggregated as a …
SANet: Statistic attention network for video-based person re-identification
Capturing long-range dependencies during feature extraction is crucial for video-based
person re-identification (re-id) since it would help to tackle many challenging problems such …
person re-identification (re-id) since it would help to tackle many challenging problems such …
Relation-guided spatial attention and temporal refinement for video-based person re-identification
Video-based person re-identification has received considerable attention in recent years
due to its significant application in video surveillance. Compared with image-based person …
due to its significant application in video surveillance. Compared with image-based person …
FMRNet: Image Deraining via Frequency Mutual Revision
The wavelet transform has emerged as a powerful tool in deciphering structural information
within images. And now, the latest research suggests that combining the prowess of wavelet …
within images. And now, the latest research suggests that combining the prowess of wavelet …
Privacy-protected person re-identification via virtual samples
Most person re-identification (re-ID) approaches are based on representation learning of
pedestrian images, which assume that the person's appearance captured by cameras in the …
pedestrian images, which assume that the person's appearance captured by cameras in the …