1 code implementation • 12 Sep 2022 • Cuicui Kang
Through the designed pairwise ranking analysis and comprehensive evaluations, we conclude that a recent large-scale synthetic dataset ClonedPerson can be reliably used to benchmark GPReID, statistically the same as real-world datasets.
Ranked #1 on Generalizable Person Re-identification on ClonedPerson (using extra training data)
no code implementations • 6 Oct 2021 • Cuicui Kang, Karthik Nandakumar
Thus, source domain knowledge gets dynamically decoded for inference of the current input from unseen domain.
no code implementations • 23 Aug 2021 • Cuicui Kang, Karthik Nandakumar
However, though CNNs have a strong ability to find the discriminative features, they do a poor job of modeling the relations between different locations in the image due to the response to CNN filters are mostly local.
1 code implementation • 24 Nov 2020 • Wenhao Wang, Shengcai Liao, Fang Zhao, Cuicui Kang, Ling Shao
In this way, human annotations are no longer required, and it is scalable to large and diverse real-world datasets.
Generalizable Person Re-identification Unsupervised Domain Adaptation
no code implementations • 18 Nov 2014 • Cuicui Kang, Shengcai Liao, Yonghao He, Jian Wang, Wenjia Niu, Shiming Xiang, Chunhong Pan
A new approach to the problem has been raised which intends to match features of different modalities directly.