[HTML][HTML] Vehicle re-identification method based on multi-task learning in foggy scenarios

W Gao, Y Chen, C Cui, C Tian - Mathematics, 2024 - mdpi.com
Vehicle re-identification employs computer vision to determine the presence of specific
vehicles in images or video sequences, often using vehicle appearance for identification …

Vehicle re-identification with spatio-temporal model leveraging by pose view embedding

W Huang, X Zhong, X Jia, W Liu, M Feng, Z Wang… - Electronics, 2022 - mdpi.com
Vehicle re-identification (Re-ID) research has intensified as numerous advancements have
been made along with the rapid development of person Re-ID. In this paper, we tackle the …

Study on Aspect Ratio Variability toward Robustness of Vision Transformer-based Vehicle Re-identification

M Qiu, L Christopher, L Li - arxiv preprint arxiv:2407.07842, 2024 - arxiv.org
Vision Transformers (ViTs) have excelled in vehicle re-identification (ReID) tasks. However,
non-square aspect ratios of image or video input might significantly affect the re …

Adaptive Aspect Ratios with Patch-Mixup-ViT-based Vehicle ReID

M Qiu, LA Christopher, S Chien, L Li - arxiv preprint arxiv:2411.06297, 2024 - arxiv.org
Vision Transformers (ViTs) have shown exceptional performance in vehicle re-identification
(ReID) tasks. However, non-square aspect ratios of image or video inputs can negatively …