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 …

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 …

Artificial intelligence for social good: A survey

ZR Shi, C Wang, F Fang - ar** its visual
naturalness. Different from existing methods, which tend to accomplish the relighting task …

Unsupervised outlier detection via transformation invariant autoencoder

Z Cheng, E Zhu, S Wang, P Zhang, W Li - IEEE Access, 2021 - ieeexplore.ieee.org
Autoencoder based methods are the majority of deep unsupervised outlier detection
methods. However, these methods perform not well on complex image datasets and suffer …

Feature aggregation with reinforcement learning for video-based person re-identification

W Zhang, X He, W Lu, H Qiao… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
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 …

SANet: Statistic attention network for video-based person re-identification

S Bai, B Ma, H Chang, R Huang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

Relation-guided spatial attention and temporal refinement for video-based person re-identification

X Li, W Zhou, Y Zhou, H Li - Proceedings of the AAAI Conference on …, 2020 - ojs.aaai.org
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 …

FMRNet: Image Deraining via Frequency Mutual Revision

K Jiang, J Jiang, X Liu, X Xu, X Ma - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
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 …

Privacy-protected person re-identification via virtual samples

Y Lin, X Guo, Z Wang, B Du - IEEE Transactions on Information …, 2023 - ieeexplore.ieee.org
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 …