Search Results for author: Ziyue Zhang

Found 7 papers, 0 papers with code

SpineCLUE: Automatic Vertebrae Identification Using Contrastive Learning and Uncertainty Estimation

no code implementations14 Jan 2024 Sheng Zhang, Minheng Chen, Junxian Wu, Ziyue Zhang, Tonglong Li, Cheng Xue, Youyong Kong

In this paper, we propose a three-stage method to address the challenges in 3D CT vertebrae identification at vertebrae-level.

Contrastive Learning

Valid Information Guidance Network for Compressed Video Quality Enhancement

no code implementations28 Feb 2023 Xuan Sun, Ziyue Zhang, Guannan Chen, Dan Zhu

After removing the redundancy by filtering the information, CRF can use the valid information of the compressed video to reconstruct the texture.

valid

Unsupervised clothing change adaptive person ReID

no code implementations8 Sep 2021 Ziyue Zhang, Shuai Jiang, Congzhentao Huang, Richard Yida Xu

We developer a purely unsupervised clothing change person ReID pipeline with person sync augmentation operation and same person feature restriction.

Resolution-invariant Person ReID Based on Feature Transformation and Self-weighted Attention

no code implementations12 Jan 2021 Ziyue Zhang, Shuai Jiang, Congzhentao Huang, Richard Yi Da Xu

In this paper, we propose a novel two-stream network with a lightweight resolution association ReID feature transformation (RAFT) module and a self-weighted attention (SWA) ReID module to evaluate features under different resolutions.

Person Re-Identification

RGB-IR Cross-modality Person ReID based on Teacher-Student GAN Model

no code implementations15 Jul 2020 Ziyue Zhang, Shuai Jiang, Congzhentao Huang, Yang Li, Richard Yi Da Xu

To solve this challenge, we proposed a Teacher-Student GAN model (TS-GAN) to adopt different domains and guide the ReID backbone to learn better ReID information.

Generative Adversarial Network Person Re-Identification

Illumination adaptive person reid based on teacher-student model and adversarial training

no code implementations5 Feb 2020 Ziyue Zhang, Richard YD Xu, Shuai Jiang, Yang Li, Congzhentao Huang, Chen Deng

Most existing works in Person Re-identification (ReID) focus on settings where illumination either is kept the same or has very little fluctuation.

General Classification Person Re-Identification

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