Search Results for author: Zijie Zhuang

Found 8 papers, 4 papers with code

UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification

1 code implementation CVPR 2021 Tianyu Zhang, Lingxi Xie, Longhui Wei, Zijie Zhuang, Yongfei Zhang, Bo Li, Qi Tian

The main difficulty of person re-identification (ReID) lies in collecting annotated data and transferring the model across different domains.

Domain Adaptation Image Generation +1

Multi-Task Learning via Co-Attentive Sharing for Pedestrian Attribute Recognition

no code implementations7 Apr 2020 Haitian Zeng, Haizhou Ai, Zijie Zhuang, Long Chen

In this paper, we propose a novel Co-Attentive Sharing (CAS) module which extracts discriminative channels and spatial regions for more effective feature sharing in multi-task learning.

Multi-Task Learning Pedestrian Attribute Recognition

Learning Lightweight Pedestrian Detector with Hierarchical Knowledge Distillation

no code implementations20 Sep 2019 Rui Chen, Haizhou Ai, Chong Shang, Long Chen, Zijie Zhuang

It remains very challenging to build a pedestrian detection system for real world applications, which demand for both accuracy and speed.

Knowledge Distillation Pedestrian Detection

Cross-Resolution Person Re-identification with Deep Antithetical Learning

no code implementations24 Oct 2018 Zijie Zhuang, Haizhou Ai, Long Chen, Chong Shang

One paradigm to deal with this problem is to use some complicated methods for mapping all images into an artificial image space, which however will disrupt the natural image distribution and requires heavy image preprocessing.

Person Re-Identification

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