Zheng Wang (王正) / NII
JSPS Fellowship Researcher (日本学術振興会外国人特別研究員)
🏢 Shin’ichi Satoh Laboratory, National Institute of Informatics (NII), 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430, Japan
📧 wangz(at)nii.ac.jp / Google Scholar
I am currently a JSPS Fellowship Researcher at Satoh-Lab, National Institute of Informatics (NII), Japan, collaborating with Prof. Shin’ichi Satoh. In Sep. 2017-Sep. 2018, I was a Project Researcher under the support of JST CREST project. In Jun. 2017, I received my Ph.D. at National Engineering Research Center for Multimedia Software (NERCMS), Wuhan University with honors, under the supervision of Prof. Ruimin Hu. My research interests focus on person re-identification and instance search.
News
Selected Publications (* indicates the corresponding author)
Heterogeneous ReID
- F Yang, Z Wang*, J Xiao, S Satoh, Mining on Heterogeneous Manifolds for Zero-shot Cross-modal Image Retrieval, AAAI, 2020
- 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 Wang, M Ye, F Yang, X Bai, S Satoh, Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification, IJCAI, 2018,
code
- M Ye, Z Wang, X Lan, PC Yuen, Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking, IJCAI, 2018,
code
- 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, Y Yu, C Liang, W Huang, Multi-Level Fusion for Person Re-identification with Incomplete Marks, ACM Multimedia, 2015
- M Ye, X Lan, Z Wang, PC Yuen, Bi-directional Center-Constrained Top-Ranking for Visible Thermal Person Re-Identification, IEEE Transactions on Information Forensics and Security, 2019
- J Jiang, Y Yu, Z Wang*, X Liu, J Ma, Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis, IEEE Transactions on Image Processing, 2018
Group/Video ReID
- Z Huang, Z Wang*, W Hu, CW Lin, S Satoh, DoT-GNN: Domain-Transferred Graph Neural Network for Group Re-identification, ACM Multimedia, 2019
- Z Huang, Z Wang*, TY Hung, S Satoh, CW Lin, Group Re-Identification via Transferred Representation and Adaptive Fusion, BigMM, 2019, Invited Paper
- W Huang, C Liang, Y Yu, Z Wang, W Ruan, R Hu, Video-based Person Re-identification via Self Paced Weighting, AAAI, 2018
General ReID
- Z Wang, X Bai, M Ye, S Satoh, Incremental Deep Hidden Attribute Learning, ACM Multimedia, 2018
- Z Wang, R Hu, Y Yu, J Jiang, J Ma, S Satoh, Statistical Inference of Gaussian-Laplace Distribution for Person Verification, ACM Multimedia, 2017
- Z Wang, R Hu, Y Yu, C Liang, C Chen, Taichi distance for person re-identification, ICASSP, 2017
- M Ye, C Liang, Z Wang, Q Leng, J Chen, Ranking Optimization for Person Re-identification via Similarity and Dissimilarity, ACM Multimedia, 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
- Z Wang, J Jiang, Y Wu, M Ye, B Xiang, S Satoh, Learning Sparse and Identity-preserved Hidden Attributes for Person Re-identification, IEEE Transactions on Image Processing, 2019
- Z Wang, J Jiang, Y Yu, S Satoh, Incremental Re-identification by Cross-Direction and Cross-Ranking Adaption, IEEE Transactions on Multimedia, 2019
- Z Wang, R Hu, C Chen, Y Yu, J Jiang, C Liang, S Satoh, Person Reidentification via Discrepancy Matrix and Matrix Metric, IEEE Transactions on Cybernetics, 2018,
code
- 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 Transactions on Multimedia, 2016,
code
- J Wang, Z Wang, C Gao, N Sang, R Huang, DeepList: Learning Deep Features with Adaptive Listwise Constraint for Person Re-identification, IEEE Transactions on Circuits and Systems for Video Technology, 2017,
code
- J Wang, Z Wang, C Liang, C Gao, N Sang, Equidistance Constrained Metric Learning for Person Re-identification, Pattern Recognition, 2017,
code
- 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 Transactions on Multimedia, 2016,
code
Instance Search
- Z Wang, F Yang, S Satoh, Salient Time Slice Pruning and Boosting for Person-Scene Instance Search in TV Series, ACM Multimedia Asia, 2019
- J Lan, J Chen, Z Wang, C Liang, S Satoh, PS Instance Retrieval via Early Elimination and Late Expansion, ACM Multimedia Workshop, 2017
- Z Wang, F Yang, S Satoh, Salient Time Slice Pruning and Boosting for Person-Scene Instance Search in TV Series, MIRU, 2019
- 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
- S Satoh, Z Wang, Video Recognition and Retrieval at the TRECVID Benchmark, ECCV Tutorial, 2018
- Z Wang, et al., WHU-NERCMS at TRECVID2016: Instance Search Task, TRECVID Workshop, 2016,
link, Top Performance
Projects
- 2017.10 - Now, JST CREST Project, Experience and Action Sensing of Media Consumers based on Unknown Target Retrieval and Recognition Framework
- 2018.10 - Now, Grant-in-Aid for JSPS Fellows, Known Re-identification, Unknown Detection, and Their Behavior Discovery
- 2019.10 - Now, Honda 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
- PC Member/Reviewer: CVPR 2020, ICCV 2019, ECCV 2020, ACM MM 2019, AAAI 2019/2020, IJCAI 2019/2020, ICME 2019, ICASSP 2020, ACM MM Asia 2019, ICIP 2019/2020, MMM 2019, ICPR 2018, PCM 2018
- Reviewer: IEEE TIP, TCYB, TMM, TCSVT, TNNLS, TIE, TSMC-A, SPL, ACM TOMM, PR, Knowledge-Based Systems, Neurocomputing, IEEE Access, Sensors, IET Computer Vision
Collaborators
Junjun Jiang (HIT) | Mang Ye (IIAI) | Zhixiang Wang (NTU) | Kajal Kansal (IIIT-Delhi) | Fan Yang (UTokyo) | Ziling Huang (NTHU) | Yuting Liu (SCU)
Acknowledgements
