Zheng Wang (王正)

JSPS Fellowship Researcher (日本学術振興会外国人特別研究員)

National Institute of Informatics (NII), Japan
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 / DBLP

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 ‘Experience and Action Sensing of Media Consumers based on Unknown Target Retrieval and Recognition Framework’. In Jun. 2017, I received my Ph.D. at National Engineering Research Center for Multimedia Software (NERCMS), Wuhan University with honor, under the supervision of Prof. Ruimin Hu. My research interests focus on person re-identification and instance search.

News

• 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.
• 2018.09, We gave a lecture at ECCV 2018 tutorial ‘Video Recognition and Retrieval at the TRECVID Benchmark’, with the topic ‘Instance Search (INS) task at TRECVID’. slides
• 2018.08, I was awarded the JSPS Fellowship Researcher.
• 2018.07, I visited NAIST International Collaborative Laboratory for Robotics Vision.
• 2017.10, I started to work at Satoh-Lab, as a project researcher.
• 2017.09, I visited Prof. Xiang Bai’s Lab as a research assistant.
• 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)

Preprints

• Illumination-Adaptive Person Re-identification
  Z Zeng, Z Wang, Z Wang*, Y Chuang, S Satoh
  2019

• Group Re-identification via Transferred Single and Couple Representation Learning
  Z Huang, Z Wang*, S Satoh, C Lin
  2019

Conference

• Learning to Reduce Dual-level Discrepancy for Infrared-Visible Person Re-identification
  Z Wang, Z Wang*, Y Zheng, Y Chuang, S Satoh
  CVPR, 2019

• Incremental Deep Hidden Attribute Learning
  Z Wang, X Bai, M Ye, S Satoh
  ACM Multimedia, 2018

• Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification
  Z Wang, M Ye, F Yang, X Bai, S Satoh
  IJCAI, 2018, code

• Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking
  M Ye, Z Wang, X Lan, P C. Yuen
  IJCAI, 2018, code

• Video-based Person Re-identification via Self Paced Weighting
  W Huang, C Liang, Y Yu, Z Wang, W Ruan, R Hu
  AAAI, 2018

• Statistical Inference of Gaussian-Laplace Distribution for Person Verification
  Z Wang, R Hu, Y Yu, J Jiang, J Ma, S Satoh
  ACM Multimedia, 2017

• Scale-adaptive Low-resolution Person Re-identification via Learning A Discriminating Surface
  Z Wang, R Hu, Y Yu, J Jiang, C Liang, J Wang
  IJCAI, 2016

• Multi-Level Fusion for Person Re-identification with Incomplete Marks
  Z Wang, R Hu, Y Yu, C Liang, W Huang
  ACM Multimedia, 2015

• Ranking Optimization for Person Re-identification via Similarity and Dissimilarity
  M Ye, C Liang, Z Wang, Q Leng, J Chen
  ACM Multimedia, 2015

• PS Instance Retrieval via Early Elimination and Late Expansion
  J Lan, J Chen, Z Wang, C Liang, S Satoh
  ACM Multimedia Workshop, 2017

• Region-based Interactive Ranking Optimization For Person Re-identification
  Z Wang, R Hu, C Liang, Q Leng, K Sun
  PCM, 2014, Best Paper Award, video

Journal

• Incremental Re-identification by Cross-Direction and Cross-Ranking Adaption
  Z Wang, J Jiang, Y Yu, and S Satoh
  IEEE Transactions on Multimedia, 2019

• Ensemble Super-Resolution with A Reference Dataset
  J Jiang, Y Yu, Z Wang, S Tang, J Ma
  IEEE Transactions on Cybernetics, 2019

• S3D: Scalable Pedestrian Detection via Score Scale Surface Discrimination
  X Wang, C Liang, C Chen, J Chen, Z Wang, Z Han, C Xiao
  IEEE Transactions on Circuits and Systems for Video Technology, 2019

• Person Reidentification via Discrepancy Matrix and Matrix Metric
  Z Wang, R Hu, C Chen, Y Yu, J Jiang, C Liang, S Satoh
  IEEE Transactions on Cybernetics, 2018, code

• Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis
  J Jiang, Y Yu, Z Wang*, X Liu, J Ma
  IEEE Transactions on Image Processing, 2018

• Hyperspectral Image Classification in the Presence of Noisy Labels
  J Jiang, J Ma, Z Wang, X Liu
  IEEE Transactions on Geoscience and Remote Sensing, 2018, code

• Zero-shot Person Re-identification via Cross-view Consistency
  Z Wang, R Hu, C Liang, Y Yu, J Jiang, M Ye, J Chen, Q Leng
  IEEE Transactions on Multimedia, 2016, code

• DeepList: Learning Deep Features with Adaptive Listwise Constraint for Person Re-identification
  J Wang, Z Wang, C Gao, N Sang, R Huang
  IEEE Transactions on Circuits and Systems for Video Technology, 2017, code

• Equidistance Constrained Metric Learning for Person Re-identification
  J Wang, Z Wang, C Liang, C Gao, N Sang
  Pattern Recognition, 2017, code

• Person Re-identification via Ranking Aggregation of Similarity Pulling and Dissimilarity Pushing
  M Ye, C Liang, Y Yu, Z Wang, Q Leng, C Xiao, J Chen, R Hu
  IEEE Transactions on Multimedia, 2016, code

• SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression with Local Structure Prior
  J Jiang, C Chen, J Ma, Z Wang, Z Wang, R Hu
  IEEE Transactions on Multimedia, 2017, code

• Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation
  J Jiang, J Ma, C Chen, X Jiang, Z Wang
  IEEE Transactions on Cybernetics, 2017, code

Technical report

• WHU-NERCMS at TRECVID2016: Instance Search Task
  Z Wang, et al.
  TRECVID Workshop, 2016, link, Top Performance

• Landmark Retrieval via Local Guidance and Global Expansion
  A Su, S Ly, F Yang, R Hinami, Q Meng, S Phan, Y Matsui, Z Wang, S Satoh
  MIRU, 2018, slides, poster, Google Landmark Retrieval Challenge-7th

• NII_Hitachi_UIT at TRECVID 2018
  S Phan, Z Wang, A Su, M Klinkigt, M Chabbra, R Manikandan, D Le, S Satoh
  TRECVID Workshop, 2018, slides, link

Services

• PC Member: ACM MM 2019, IJCAI 2019, AAAI 2019
• Reviewer: ICCV 2019, ICME 2019, ICIP 2019, MMM 2019, ICPR 2018, PCM 2018
• Reviewer: IEEE TIP, TMM, TCSVT, TSMC-A, ACM TOMM, PR, Knowledge-Based Systems, IEEE Access, Sensors

Awards

• MSRA Collaborative Research Grant Award, 2019
• CSIG Doctoral Dissertation Nomination Award, China Society of Image and Graphics (CSIG), 2018
• ACM Wuhan Doctoral Dissertation Award, Association for Computing Machinery, 2017
• Graduation with Honors, Wuhan University, 2017
• The First Prize of Hubei Science and Technology Progress, Hubei Province, 2016
• Academic Innovation Award, Wuhan University, 2016, 2018
• Best Paper Award, Pacific-Rim Conference on Multimedia (PCM), 2014

Collaborators

• Junjun Jiang, Harbin Institute of Technology
• Mang Ye, Hong Kong Baptist University
• Zhixiang Wang, National Taiwan University

Acknowledgements