Zheng Wang (王正)

Google Scholar
wangz(at)nii.ac.jp / wangzwhu(at)gmail.com

I am currently a JSPS Fellowship Researcher (日本学術振興会外国人特別研究員) at Shin’ichi Satoh Laboratory, National Institute of Informatics (国立情報学研究所), Japan, collaborating with Prof. Shin’ichi Satoh. In Sep. 2017-Sep. 2018, I was a Project Researcher (特任研究員) under the support of JST CREST project. In Jun. 2017, I received my Ph.D. at National Engineering Research Center for Multimedia Software (国家多媒体软件工程技术研究中心), Wuhan University with honors, under the supervision of Prof. Ruimin Hu. My research interests focus on person re-identification and instance search.

News

[2020.02] Our tutorial Image Retrieval in the Wild got accepted at CVPR 2020, with Dr. Yusuke Matsui and Dr. Takuma Yamaguchi.
[2019.11] I was awarded The Best Young Scholar, Association of Chinese Alumni In Japan.
[2019.09] I was awarded MSRA Star-Track Young Scholar Program (微软青年学者铸星计划), and I will visit MSRA collarborating with Prof. Wenjun Zeng in 2020.
[2018.12] I was awarded MSRA Collaborative Research 2019 Grant, co-PI with Dr. Yang Wu.
[2018.11] I was awarded CSIG Doctoral Dissertation Nomination Award, 2018.
[2018.08] I was awarded the JSPS Fellowship Researcher.
[2017.10] I started to work at Satoh-Lab, as a project researcher under JST CREST project.
[2017.09] I was awarded the ACM Wuhan Doctoral Dissertation Award, 2017.
[2017.05] I released some collected Re-id Resources.

Selected Publications (* indicates the corresponding author)

2020

Z Wang, Z Wang, Y Zheng, Y Wu, W Zeng, S Satoh, Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification, IJCAI, 2020, project
X Wang, J Chen, Z Wang*, W Liu, S Satoh, C Liang, CW Lin, When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark, IJCAI, 2020, project
F Yang, Z Wang*, J Xiao, S Satoh, Mining on Heterogeneous Manifolds for Zero-shot Cross-modal Image Retrieval, AAAI, 2020, code
L Liao, J Xiao, Z Wang, CW Lin, S Satoh, Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes, ECCV, 2020
F Yang, Y Wu, Z Wang*, X Li, S Sakti, S Nakamura, Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval, IEEE T-MM, 2020, code
Z Zeng, Z Wang, Z Wang*, Y Zheng, YY Chuang, S Satoh, Illumination-Adaptive Person Re-identification, IEEE T-MM, 2020
K Kansal, A Subramanyam, Z Wang*, S Satoh, SDL: Spectrum-Disentangled Representation Learning for Visible-Infrared Person Re-identification, IEEE T-CSVT, 2020
W Ruan, C Liang, Y Yu, Z Wang, W Liu, J Chen, J Ma, Correlation Discrepancy Insight Network for Video Re-identification, ACM TOMM, 2020
J Chen, J Chen, Z Wang, C Liang, CW Lin, Identity-Aware Face Super-Resolution for Low-Resolution Face Recognition, IEEE SPL, 2020

2019

Z Wang, Z Wang*, Y Zheng, YY Chuang, S Satoh, Learning to Reduce Dual-level Discrepancy for Infrared-Visible Person Re-identification, CVPR, 2019
Z Huang, Z Wang*, W Hu, CW Lin, S Satoh, DoT-GNN: Domain-Transferred Graph Neural Network for Group Re-identification, ACM MM, 2019
Z Wang, J Jiang, Y Wu, M Ye, B Xiang, S Satoh, Learning Sparse and Identity-preserved Hidden Attributes for Person Re-identification, IEEE T-IP, 2019
Z Wang, J Jiang, Y Yu, S Satoh, Incremental Re-identification by Cross-Direction and Cross-Ranking Adaption, IEEE T-MM, 2019
Z Huang, Z Wang*, TY Hung, S Satoh, CW Lin, Group Re-Identification via Transferred Representation and Adaptive Fusion, BigMM, 2019, Invited Paper
Z Wang, F Yang, S Satoh, Salient Time Slice Pruning and Boosting for Person-Scene Instance Search in TV Series, ACM MM Asia, 2019
M Ye, X Lan, Z Wang, PC Yuen, Bi-directional Center-Constrained Top-Ranking for Visible Thermal Person Re-Identification, IEEE T-IFS, 2019
J Jiang, Y Yu, Z Wang, S Tang, J Ma, Ensemble Super-Resolution with A Reference Dataset, IEEE T-CYB, 2019
X Wang, C Liang, C Chen, J Chen, Z Wang, Z Han, C Xiao, S3D: Scalable Pedestrian Detection via Score Scale Surface Discrimination, IEEE T-CSVT, 2019
D Xu, J Chen, C Liang, Z Wang, R Hu, Cross-view Identical Part Area Alignment for Person Re-identification, ICASSP, 2019

2018

Z Wang, X Bai, M Ye, S Satoh, Incremental Deep Hidden Attribute Learning, ACM MM, 2018
Z Wang, M Ye, F Yang, X Bai, S Satoh, Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification, IJCAI, 2018, code
Z Wang, R Hu, C Chen, Y Yu, J Jiang, C Liang, S Satoh, Person Reidentification via Discrepancy Matrix and Matrix Metric, IEEE T-CYB, 2018, code
J Jiang, Y Yu, Z Wang*, X Liu, J Ma, Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis, IEEE T-IP, 2018
M Ye, Z Wang, X Lan, PC Yuen, Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking, IJCAI, 2018, code
W Huang, C Liang, Y Yu, Z Wang, W Ruan, R Hu, Video-based Person Re-identification via Self Paced Weighting, AAAI, 2018
J Jiang, J Ma, Z Wang, X Liu, Hyperspectral Image Classification in the Presence of Noisy Labels, IEEE T-GRS, 2018, code
J Ma, J Zhao, J Jiang, H Zhou, Y Zhou, Z Wang, X Guo, Visual homing via guided locality preserving matching, ICRA, 2018, video
A Su, S Ly, F Yang, R Hinami, Q Meng, S Phan, Y Matsui, Z Wang, S Satoh, Landmark Retrieval via Local Guidance and Global Expansion, MIRU, 2018, slides, poster, Google Landmark Retrieval Challenge-7th (7/483)
S Phan, Z Wang, A Su, M Klinkigt, M Chabbra, R Manikandan, D Le, S Satoh, NII_Hitachi_UIT at TRECVID 2018, TRECVID Workshop, 2018, slides, link

Before 2017

Z Wang, R Hu, Y Yu, J Jiang, J Ma, S Satoh, Statistical Inference of Gaussian-Laplace Distribution for Person Verification, ACM MM, 2017
Z Wang, R Hu, Y Yu, C Liang, C Chen, Taichi distance for person re-identification, ICASSP, 2017
Z Wang, R Hu, Y Yu, J Jiang, C Liang, J Wang, Scale-adaptive Low-resolution Person Re-identification via Learning A Discriminating Surface, IJCAI, 2016
Z Wang, R Hu, C Liang, Y Yu, J Jiang, M Ye, J Chen, Q Leng, Zero-shot Person Re-identification via Cross-view Consistency, IEEE T-MM, 2016, code
Z Wang, et al., WHU-NERCMS at TRECVID2016: Instance Search Task, TRECVID Workshop, 2016, link, Top Performance
Z Wang, R Hu, Y Yu, C Liang, W Huang, Multi-Level Fusion for Person Re-identification with Incomplete Marks, ACM MM, 2015
Z Wang, R Hu, C Liang, J Jiang, K Sun, Q Leng, B Huang, Person Re-identification Using Data-driven Metric Adaptation, MMM, 2015
Z Wang, R Hu, C Liang, Q Leng, K Sun, Region-based Interactive Ranking Optimization For Person Re-identification, PCM, 2014, video, Best Paper Award
J Wang, Z Wang, C Gao, N Sang, R Huang, DeepList: Learning Deep Features with Adaptive Listwise Constraint for Person Re-identification, IEEE T-CSVT, 2017, code
J Wang, Z Wang, C Liang, C Gao, N Sang, Equidistance Constrained Metric Learning for Person Re-identification, Pattern Recognition, 2017, code
J Jiang, C Chen, J Ma, Z Wang, Z Wang, R Hu, SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression with Local Structure Prior, IEEE T-MM, 2017, code
J Jiang, J Ma, C Chen, X Jiang, Z Wang, Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation, IEEE T-CYB, 2017, code
J Lan, J Chen, Z Wang, C Liang, S Satoh, PS Instance Retrieval via Early Elimination and Late Expansion, ACM MM Workshop, 2017
M Ye, C Liang, Y Yu, Z Wang, Q Leng, C Xiao, J Chen, R Hu, Person Re-identification via Ranking Aggregation of Similarity Pulling and Dissimilarity Pushing, IEEE T-MM, 2016, code
M Ye, C Liang, Z Wang, Q Leng, J Chen, Ranking Optimization for Person Re-identification via Similarity and Dissimilarity, ACM MM, 2015
M Ye, C Liang, Z Wang, Q Leng, J Chen, J Liu, Specific Person Retrieval via Incomplete Text Description, ACM ICMR, 2015
B Huang, J Chen, Y Wang, C Liang, Z Wang, K Sun, Sparsity-based Occlusion Handling Method for Person Re-identification, MMM, 2016

Projects

2017.10 - 2020.09, JST CREST Project, Experience and Action Sensing of Media Consumers based on Unknown Target Retrieval and Recognition Framework
2018.10 - 2020.09, Grant-in-Aid for JSPS Fellows, Known Re-identification, Unknown Detection, and Their Behavior Discovery
2019.04 - 2020.03, Honda Collaborative Research
2020.07 - , NTT Collaborative Research
2019.01 - 2019.12, MSRA Collaborative Research Grant, Heterogeneous Person Re-identification

Honors

2019, The Best Young Scholar, Association of Chinese Alumni In Japan | 最優秀青年学者者賞（情報通信部門）
2019, MSRA Star-Track Young Scholar Program | 微软青年学者铸星计划
2019, ICME Best Reviewers
2019, MSRA Collaborative Research Grant Award
2018, CSIG Doctoral Dissertation Nomination Award, China Society of Image and Graphics (CSIG) | 中国图象图形学学会优秀博士学位论文提名奖
2017, ACM Wuhan Doctoral Dissertation Award, Association for Computing Machinery | ACM武汉分会优秀博士论文奖
2017, Graduation with Honors, Wuhan University
2016, The First Prize of Hubei Science and Technology Progress, Hubei Province | 湖北省科技进步奖一等奖
2016, 2018, Academic Innovation Award, Wuhan University
2014, Best Paper Award, Pacific-Rim Conference on Multimedia (PCM)

Services

IEEE MIPR 2021 Tutorial Co-Chair
CVPR 2020 Tutorial Image Retrieval in the Wild
IEEE ICME 2020 Special Session Graph Neural Networks for Multimedia Representation Learning
ACM ICMR 2020 Special Session Human-Centric Cross-modal Retrieval
ECCV 2020 Tutorial Video Recognition and Retrieval at the TRECVID Benchmark (Assist Prof. Shin’ichi Satoh)
VALSE (Vision And Learning SEminar) EACC (Executive Area Chair Committee)
Area Chair: ICME 2020
PC Member/Reviewer: CVPR 2020, ICCV 2019, ECCV 2020, NeurIPS 2020, ACM MM 2019/2020, AAAI 2019/2020, IJCAI 2019/2020, ICME 2019/2020, ACM MM Asia 2019, ACCV 2020, ICIP 2019/2020, MMM 2019, BigMM 2020, ICPR 2018, PCM 2018
Reviewer: IEEE TIP, TCYB, TMM, TCSVT, TIFS, TNNLS, TIE, TSMC-A, SPL, ACM TOMM, Pattern Recognition, PRL, CVIU, Knowledge-Based Systems, Neural Networks, Neurocomputing, Information Fusion, Multimedia Systems, Sensors, IET Computer Vision

Collaborators

Referees

Shin’ichi Satoh (NII&UTokyo) | Chia-Wen Lin (NTHU)