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- research-articleOctober 2023
Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement
MM '23: Proceedings of the 31st ACM International Conference on MultimediaPages 7085–7093https://doi.org/10.1145/3581783.3612077Unsupervised learning visible-infrared person re-identification (USL-VI-ReID) aims at learning modality-invariant features from unlabeled cross-modality dataset, which is crucial for practical applications in video surveillance systems. The key to ...
- research-articleOctober 2022
Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-Identification
MM '22: Proceedings of the 30th ACM International Conference on MultimediaPages 2843–2851https://doi.org/10.1145/3503161.3548198Visible infrared person re-identification (VI-ReID) aims at searching out the corresponding infrared (visible) images from a gallery set captured by other spectrum cameras. Recent works mainly focus on supervised VI-ReID methods that require plenty of ...
- research-articleMay 2022
Dual-path image pair joint discrimination for visible–infrared person re-identification
Journal of Visual Communication and Image Representation (JVCIR), Volume 85, Issue Chttps://doi.org/10.1016/j.jvcir.2022.103512AbstractBecause the imaging spectra of infrared images and visible light images are different, there is a huge modal difference between visible light images and infrared ones. Existing methods use image conversion to solve the problem of modal ...
Highlights- We propose an image pair generation module, which can separate the modal information and attribute information of the image and realize arbitrary modal ...
- research-articleSeptember 2021
Visible-infrared Person Re-identification with Human Body Parts Assistance
ICMR '21: Proceedings of the 2021 International Conference on Multimedia RetrievalPages 631–637https://doi.org/10.1145/3460426.3463671Person re-identification (re-id) has received ever-increasing research focus, because of its important role in video surveillance applications. This paper addresses the re-id problem between visible images of color cameras and infrared images of ...
- research-articleJune 2020
Visible-infrared Person Re-identification via Colorization-based Siamese Generative Adversarial Network
ICMR '20: Proceedings of the 2020 International Conference on Multimedia RetrievalPages 421–427https://doi.org/10.1145/3372278.3390696With explosive surveillance data during day and night, visible-infrared person re-identification (VI-ReID) is an emerging challenge due to the apparent cross-modality discrepancy between visible and infrared images. Existing VI-ReID work mainly focuses ...