1 code implementation • 24 Oct 2023 • Yan Lu, Xinzhu Ma, Lei Yang, Tianzhu Zhang, Yating Liu, Qi Chu, Tong He, Yonghui Li, Wanli Ouyang
It models the uncertainty propagation relationship of the geometry projection during training, improving the stability and efficiency of the end-to-end model learning.
1 code implementation • 18 Sep 2023 • Yating Liu, Yaowei Li, Zimo Liu, Wenming Yang, YaoWei Wang, Qingmin Liao
Text-based Person Retrieval (TPR) aims to retrieve the target person images given a textual query.
no code implementations • 10 May 2023 • Xulin Li, Yan Lu, Bin Liu, Yuenan Hou, Yating Liu, Qi Chu, Wanli Ouyang, Nenghai Yu
Clothes-invariant feature extraction is critical to the clothes-changing person re-identification (CC-ReID).
no code implementations • 1 Aug 2022 • Xulin Li, Yan Lu, Bin Liu, Yating Liu, Guojun Yin, Qi Chu, Jinyang Huang, Feng Zhu, Rui Zhao, Nenghai Yu
But we find existing graph-based methods in the visible-infrared person re-identification task (VI-ReID) suffer from bad generalization because of two issues: 1) train-test modality balance gap, which is a property of VI-ReID task.
1 code implementation • ICCV 2021 • Yan Lu, Xinzhu Ma, Lei Yang, Tianzhu Zhang, Yating Liu, Qi Chu, Junjie Yan, Wanli Ouyang
In this paper, we propose a Geometry Uncertainty Projection Network (GUP Net) to tackle the error amplification problem at both inference and training stages.
3D Object Detection From Monocular Images Depth Estimation +3