Selected Publications: Journal

Cascaded Split-and-Aggregate Learning with Feature Recombination
for Pedestrian Attribute Recognition

Yang Yang*, Zichang Tan*, Prayag Tiwari, Hari Mohan Pandey, Jun Wan, Zhen Lei, Guodong Guo, Stan Z. Li (*Equal Contribution)
International Journal of Computer Vision (IJCV), 2021

Pixel and Feature Transfer Fusion
for Unsupervised Cross-Dataset Person Reidentification

Yang Yang*, Guan’an Wang*, Prayag Tiwari, Hari Mohan Pandey, Zhen Lei (*Equal Contribution)
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021

An end-to-end exemplar association
for unsupervised person Re-identification

Jinlin Wu*, Yang Yang*, Zhen Lei, Jinqiao Wang, Stan Z. Li, Prayag Tiwari, Hari Mohan Pandey (*Equal Contribution)
Neural Networks (NN), 2020

Cross-modality paired-images generation and augmentation
for RGB-infrared person re-identification

Guan’an Wang*, Yang Yang*, Tianzhu Zhang, Jian Cheng, Zengguang Hou, Prayag Tiwari, Hari Mohan Pandey (*Equal Contribution)
Neural Networks (NN), 2020

Adversarial Binary Mutual Learning
for Semi-Supervised Deep Hashing

Guan’an Wang, Qinghao Hu, Yang Yang, Jian Cheng, Zeng-Guang Hou
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020

Attention-Based Pedestrian Attribute Analysis [CODE]

Zichang Tan*, Yang Yang*, Jun Wan, Hanyuan Hang, Guodong Guo, Stan Z. Li (*Equal Contribution)
IEEE Transactions on Image Processing (TIP), 2019

Laplacian group sparse modeling of human actions

Xiangrong Zhang, Hao Yang, L.C. Jiao, Yang Yang, Feng Dong
Pattern Recognition (PR), 2014, 47(8), 2689-2701

Manifold-constrained coding and sparse representation
for human action recognition

Xiangrong Zhang, Yang Yang, L.C. Jiao, Feng Dong
Pattern Recognition (PR), 2013, 46(7), 1819-1831

Selected Publications: Conference

CAViT: Contextual Alignment Vision Transformer
for Video-based Object Re-identification [CODE]

Jinlin Wu, Lingxiao He, Wu Liu, Zhen Lei, Yang Yang, Stan Li, Tao Mei
European Conference on Computer Vision (ECCV), 2022

Relation-Aware Pedestrian Attribute Recognition
with Graph Convolutional Networks [CODE]

Zichang Tan, Yang Yang, Jun Wan, Guodong Guo, Stan Z. Li
Association for the Advancement of Artificial Intelligence (AAAI), 2020

Cross-Modality Paired-Images Generation
for RGB-Infrared Person Re-Identification [CODE]

Guan-An Wang, Tianzhu Zhang, Yang Yang, Jian Cheng, Jianlong Chang, Xu Liang, Zengguang Hou
Association for the Advancement of Artificial Intelligence (AAAI), 2020

Towards Fast, Accurate and Stable 3D Dense Face Alignment [CODE]

Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li
European Conference on Computer Vision (ECCV), 2020

High-Order Information Matters: Learning Relation and Topology
for Occluded Person Re-Identification [CODE]

Guan’an Wang, Shuo Yang, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, Jian Sun
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2020

Horizontal Flipping Assisted Disentangled Feature Learning
for Semi-Supervised Person Re-Identification

Gehan Hao, Yang Yang, Xue Zhou, Guanan Wang, Zhen Lei
Asian Conference on Computer Vision (ACCV) , 2020

Unsupervised Graph Association for Person Re-identification [CODE]

Jinlin Wu*, Yang Yang*, Hao Liu, Shengcai Liao, Zhen Lei, Stan Z. Li (*Equal Contribution)
IEEE International Conference on Computer Vision (ICCV), 2019

RGB-Infrared Cross-Modality Person Re-Identification
via Joint Pixel and Feature Alignment [CODE]

Guan’an Wang, Tianzhu Zhang, Jian Cheng, Si Liu, Yang Yang, Zengguang Hou
IEEE International Conference on Computer Vision (ICCV) , 2019

Color-Sensitive Person Re-Identification [ORAL]

Guan’an Wang, Yang Yang, Jian Cheng, Jinqiao Wang, Zengguang Hou
International Joint Conference on Artificial Intelligence (IJCAI) , 2019

Deeply-learned Hybrid Representations
for Facial Age Estimation

Zichang Tan, Yang Yang, Jun Wan, Guodong Guo, Stan Z. Li
International Joint Conference on Artificial Intelligence (IJCAI) , 2019

In Defense of Color Names
for Small-Scale Person Re-Identification

Yang Yang, Zhen Lei, Jinqiao Wang, Stan Z. Li
International Conference on Biometrics (ICB) , 2019

Unsupervised Learning of Multi-Level Descriptors
for Person Re-Identification

Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li
Association for the Advancement of Artificial Intelligenc (AAAI), 2017

Efficient similarity learning
for asymmetric hashing

Cheng Da, Yang Yang, Kun Ding, Chunlei Huo, Shiming Xiang, Chunhong Pan
IEEE International Conference on Image Processing (ICIP), 2017

Large Scale Similarity Learning Using Similar Pairs
for Person Verification [CODE]

Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li
Association for the Advancement of Artificial Intelligence (AAAI), Phoenix, Arizona, USA, 2016, 02.12-02.17

Metric Embedded Discriminative Vocabulary Learning
for High-Level Person Representation [ORAL]

Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li
Association for the Advancement of Artificial Intelligence (AAAI), Phoenix, Arizona, USA, 2016, 02.12-02.17

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

Hailin Shi, Yang Yang, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Weishi Zheng, Stan Z. Li
European Conference on Computer Vision (ECCV), Amsterdam, the Netherlands, 2016, 10.08-10.16

Salient Color Names for Person Re-Identification [FEATURES, CODE, POSTER]

Yang Yang, Jimei Yang, Junjie Yan, Shengcai Liao, Dong Yi, Stan Z. Li
European Conference on Computer Vision (ECCV), Zurich, Swiss, 2014, 09.06-09.12

Stacked Deformable Part Model with Shape Regression
for Object Part Localization

Junjie Yan, Zhen Lei, Yang Yang , Stan Z. Li
European Conference on Computer Vision (ECCV), Zurich, Swiss, 2014, 09.06-09.12

Color Models and Weighted Covariance Estimation
for Person Re-Identification

Yang Yang , Shengcai Liao, Zhen Lei, Dong Yi, Stan Z. Li
International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014, 08.24-08.28

Selected Publications: 中文

行人再识别相关研究进展

杨阳, 吴锦林, 雷震
CCF计算机视觉专委简报 , 第21期, 2019