Deep learning for visible-infrared cross-modality person re-identification: A comprehensive review

N Huang, J Liu, Y Miao, Q Zhang, J Han - Information Fusion, 2023 - Elsevier
Visible-infrared cross-modality person re-identification (VI-ReID) is currently a prevalent but
challenging research topic in computer vision, since it can remedy the poor performance of …

RGB-T image analysis technology and application: A survey

K Song, Y Zhao, L Huang, Y Yan, Q Meng - Engineering Applications of …, 2023 - Elsevier
Abstract RGB-Thermal infrared (RGB-T) image analysis has been actively studied in recent
years. In the past decade, it has received wide attention and made a lot of important …

Fmcnet: Feature-level modality compensation for visible-infrared person re-identification

Q Zhang, C Lai, J Liu, N Huang… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Abstract For Visible-Infrared person Re-IDentification (VI-ReID), existing modality-specific
information compensation based models try to generate the images of missing modality from …

Partmix: Regularization strategy to learn part discovery for visible-infrared person re-identification

M Kim, S Kim, J Park, S Park… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Modern data augmentation using a mixture-based technique can regularize the models from
overfitting to the training data in various computer vision applications, but a proper data …

Structure-aware positional transformer for visible-infrared person re-identification

C Chen, M Ye, M Qi, J Wu, J Jiang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Visible-infrared person re-identification (VI-ReID) is a cross-modality retrieval problem,
which aims at matching the same pedestrian between the visible and infrared cameras. Due …

Dynamic tri-level relation mining with attentive graph for visible infrared re-identification

M Ye, C Chen, J Shen, L Shao - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Matching the daytime visible and nighttime infrared person images, namely visible infrared
person re-identification (VI-ReID), is a challenging cross-modality retrieval problem. Due to …

Dual-adversarial representation disentanglement for visible infrared person re-identification

Z Wei, X Yang, N Wang, X Gao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Heterogeneous pedestrian images are captured by visible and infrared cameras with
different spectrums, which play an important role in night-time video surveillance. However …

Tri-modality consistency optimization with heterogeneous augmented images for visible-infrared person re-identification

T Si, F He, P Li, X Gao - Neurocomputing, 2023 - Elsevier
Visible-infrared person re-identification (VI-ReID) is a challenging technology due to the
large gap between daytime visible modality and night-time infrared modality. Previous …

Logical relation inference and multiview information interaction for domain adaptation person re-identification

S Li, F Li, J Li, H Li, B Zhang, D Tao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Domain adaptation person re-identification (Re-ID) is a challenging task, which aims to
transfer the knowledge learned from the labeled source domain to the unlabeled target …

Cooperative separation of modality shared-specific features for visible-infrared person re-identification

X Yang, W Dong, M Li, Z Wei, N Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Visible-infrared person re-identification (VI-ReID) is a challenging task because the different
imaging principles of visible and infrared images bring about huge modality discrepancy …