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Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification


Apr 06, 2021
Shengcai Liao, Ling Shao

* V2 is only an update of the abstract in metadata, which is completely wrong in V1 

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Anchor-Free Person Search


Mar 22, 2021
Yichao Yan, Jingpeng Li, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao

* Accepted by CVPR 2021 

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DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations


Nov 24, 2020
Wenhao Wang, Shengcai Liao, Fang Zhao, Cuicui Kang, Ling Shao


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Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification


Jun 23, 2020
Yanan Wang, Shengcai Liao, Ling Shao

* https://github.com/VideoObjectSearch/RandPerson 

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Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification


Jun 11, 2020
Wenhao Wang, Fang Zhao, Shengcai Liao, Ling Shao


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Pedestrian Detection: The Elephant In The Room


Mar 22, 2020
Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao

* 17 pages, 1 figure 

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Pixel-In-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild


Mar 08, 2020
Haibo Jin, Shengcai Liao, Ling Shao


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Interpretable and Generalizable Deep Image Matching with Adaptive Convolutions


Apr 23, 2019
Shengcai Liao, Ling Shao


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High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection


Apr 23, 2019
Wei Liu, Shengcai Liao, Weiqiang Ren, Weidong Hu, Yinan Yu

* An extension of the paper accepted by CVPR2019, the title is changed to 'Center and Scale Prediction: A Box-free Approach for Object Detection' 

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High-level Semantic Feature Detection:A New Perspective for Pedestrian Detection


Apr 05, 2019
Wei Liu, Shengcai Liao, Weiqiang Ren, Weidong Hu, Yinan Yu

* Accepted by CVPR2019 

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Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution


Mar 24, 2019
Lei Zhang, Zhiqiang Lang, Peng Wang, Wei Wei, Shengcai Liao, Ling Shao, Yanning Zhang


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Vehicle Re-identification Using Quadruple Directional Deep Learning Features


Nov 13, 2018
Jianqing Zhu, Huanqiang Zeng, Jingchang Huang, Shengcai Liao, Zhen Lei, Canhui Cai, LiXin Zheng

* this paper has been submitted to IEEE Transactions on Intelligent Transportation Systems, under review 

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Deep Person Re-Identification with Improved Embedding and Efficient Training


Jul 08, 2017
Haibo Jin, Xiaobo Wang, Shengcai Liao, Stan Z. Li

* Accepted by IJCB 2017 

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Learning Efficient Image Representation for Person Re-Identification


Jul 07, 2017
Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li


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Deep Hybrid Similarity Learning for Person Re-identification


Feb 17, 2017
Jianqing Zhu, Huanqiang Zeng, Shengcai Liao, Zhen Lei, Canhui Cai, LiXin Zheng

* 10 pages, 12 figures, fixed typo errors in Fig.8 

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Embedding Deep Metric for Person Re-identication A Study Against Large Variations


Nov 01, 2016
Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Weishi Zheng, Stan Z. Li

* Published in ECCV2016. arXiv admin note: substantial text overlap with arXiv:1511.07545 

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Learning Discriminative Features with Class Encoder


May 09, 2016
Hailin Shi, Xiangyu Zhu, Zhen Lei, Shengcai Liao, Stan Z. Li

* Accepted by CVPR2016 Workshop of Robust Features for Computer Vision 

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Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation


Dec 17, 2015
Cuicui Kang, Shengcai Liao, Yonghao He, Jian Wang, Wenjia Niu, Shiming Xiang, Chunhong Pan


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Constrained Deep Metric Learning for Person Re-identification


Nov 24, 2015
Hailin Shi, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Yang Yang, Stan Z. Li

* 11 pages, 16 figures 

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A Fast and Accurate Unconstrained Face Detector


Sep 07, 2015
Shengcai Liao, Anil K. Jain, Stan Z. Li

* This paper has been accepted by TPAMI. The source code is available on the project page http://www.cbsr.ia.ac.cn/users/scliao/projects/npdface/index.html 

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Person Re-identification by Local Maximal Occurrence Representation and Metric Learning


May 06, 2015
Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li

* This paper has been accepted by CVPR 2015. For source codes and extracted features please visit http://www.cbsr.ia.ac.cn/users/scliao/projects/lomo_xqda/ 

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Learning Face Representation from Scratch


Nov 28, 2014
Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li


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Open-set Person Re-identification


Oct 15, 2014
Shengcai Liao, Zhipeng Mo, Jianqing Zhu, Yang Hu, Stan Z. Li

* The OPeRID v1.0 dataset and evaluation toolkit is now available to download at http://www.cbsr.ia.ac.cn/users/scliao/projects/operidv1/ 

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Shared Representation Learning for Heterogeneous Face Recognition


Jun 05, 2014
Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li


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