Gm-detr: Generalized muiltispectral detection transformer with efficient fusion encoder for visible-infrared detection

Y **ao, F Meng, Q Wu, L Xu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Multispectral object detection based on RGB and IR achieves improved accurate and robust
performance by integrating complementary information from different modalities. However …

Enhancing Visible-Infrared Person Re-identification with Modality-and Instance-aware Visual Prompt Learning

R Wu, B Jiao, W Wang, M Liu, P Wang - Proceedings of the 2024 …, 2024 - dl.acm.org
The Visible-Infrared Person Re-identification (VI ReID) aims to match visible and infrared
images of the same pedestrians across non-overlapped camera views. These two input …

Discovering attention-guided cross-modality correlation for visible–infrared person re-identification

H Yu, X Cheng, KHM Cheng, W Peng, Z Yu, G Zhao - Pattern Recognition, 2024 - Elsevier
Visible–infrared person re-identification (VI Re-ID) is an essential and challenging task.
Existing studies mainly focus on learning the unified modality-invariant representations …

Domain shifting: A generalized solution for heterogeneous cross-modality person re-identification

Y Jiang, X Cheng, H Yu, X Liu, H Chen… - European Conference on …, 2024 - Springer
Cross-modality person re-identification (ReID) is a challenging task that aims to match cross-
modality pedestrian images across multiple camera views. Existing methods are tailored to …

Frequency domain nuances mining for visible-infrared person re-identification

Y Zhang, Y Lu, Y Yan, H Wang, X Li - arxiv preprint arxiv:2401.02162, 2024 - arxiv.org
The key of visible-infrared person re-identification (VIReID) lies in how to minimize the
modality discrepancy between visible and infrared images. Existing methods mainly exploit …

Modality interactive attention for cross-modality person re-identification

Z Zou, Y Chen - Image and Vision Computing, 2024 - Elsevier
The visible-infrared person re-identification (VI-ReID) task is challenging in image retrievals
because of the modality gaps between visible and infrared images. Different from the most …

Exploring modality enhancement and compensation spaces for visible-infrared person re-identification

X Cheng, S Deng, H Yu - Image and Vision Computing, 2024 - Elsevier
Visible-infrared person re-identification (VI-ReID) is a challenging task in computer vision
due to the substantial modality gaps between visible and infrared images. The currently …

DSAF: Dual Space Alignment Framework for Visible-Infrared Person Re-Identification

Y Jiang, X Cheng, H Yu, X Liu… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Visible-infrared person re-identification (VI-ReID) is a cross-modality retrieval task that aims
to match visible and infrared pedestrian images across non-overlapped cameras. However …

DMANet: Dual-modality alignment network for visible–infrared person re-identification

X Cheng, S Deng, H Yu, G Zhao - Pattern Recognition, 2025 - Elsevier
Visible–infrared person re-identification (VI-ReID) is a challenging retrieval task, which aims
to match the same pedestrian between visible and infrared modalities. Most existing works …

Cross-modal pedestrian re-identification based on feature fusion and spatial information adaptation

Q Zhao, Z Qian - Journal of Electronic Imaging, 2024 - spiedigitallibrary.org
Visible-infrared person re-identification, which combines visible light and thermal imaging
data, provides more comprehensive and accurate monitoring capabilities under various …