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Qi Wang, Professor
Scholar Homepages: [Google Scholar] | [DBLP] | [NWPU]
Research Interests: Photoelectric detection, Multi-sensory.
Contact Address: P.O. Box 64, 127 West Youyi Road, Beilin District, Xi'an 710072, Shaanxi, P.R. China
Zip Code: 710072
E-mail: crabwq AT nwpu.edu.cn; crabwq AT gmail.com
Education Background
| • 09/2005-07/2010 | Ph.D., Pattern Recognition and Intelligent System, University of Science and Technology of China (USTC) |
| • 09/2001-07/2005 | B.Eng., Automation, University of Science and Technology of China (USTC) |
Work Experience
| • 07/2017-now | Professor, Northwestern Polytechnical University, China |
| • 01/2014-06/2017 | Associate Professor, Northwestern Polytechnical University, China |
| • 10/2010-12/2013 | B.Eng., Automation, University of Science and Technology of China (USTC) |
Honors and Awards
Fellow, Institution of Engineering and Technology (IET)
2018, Springer conference Best Student Paper Award
2017, IEEE T-GRS Best Reviewer
2014, IEEE conference Best Paper Award
2014, IEEE conference Honorable Mention Award
Academic Service
Editor Board:
• Remote Sensing (MDPI), Section Editor-in-Chief
• IEEE Transactions on Circuits and Systems for Video Technology (IEEE), Associate Editor
• IEEE Transactions on Systems, Man, and Cybernetics: Systems (IEEE), Associate Editor
• IEEE Geoscience and Remote Sensing Letters (IEEE), Associate Editor
• Pattern Recognition (Elsevier), Associate Editor
• Neurocomputing (Elsevier), Associate Editor
• Neural Processing Letters (Springer), Associate Editor
• Multimedia Tools and Applications (Springer), Editor Board Member
• IET Image Processing (IET), Associate Editor
• IET Computer Vision (IET), Associate Editor
• IEEE Transactions on Industrial Electronics (IEEE), Guest Editor
• IEEE Transactions on Intelligent Transportation Systems (IEEE), Lead Guest Editor
• IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE), Guest Editor
• Journal of Image and Graphics (中国图象图形学报)，Editorial Board Member
Membership:
• IET Fellow
• IEEE Senior Member
• ACM Member
• China Computer Federation (CCF) Senior Member
• China Society of Image and Graphics (CSIG) Member
• Vision And Learning Seminar (VALSE) Online Director Board Member
Program Committee Member (100+ times)：
NIPS, AAAI, IJCAI, CVPR, ICCV, ECCV, BMVC, ICASSP, ACM MM, ACPR...
General Chair：
• The 3rd International Electronic Conference on Remote Sensing
Organizing Committee Member：
• Annual Summit on Artificial Intelligence
Program Co-chair：
• 2015 International Conference on Progress in Informatics and Computing (PIC)
Session/Area Chair：
• 2019 AAAI Conference on Artificial Intelligence (AAAI)
• 2019 International Conference on Image and Graphics (ICIG)
• 2017 AAAI Conference on Artificial Intelligence (AAAI)
• 2017 International Joint Conference on Artificial Intelligence (IJCAI)
Regular Reviewer (40+ journals)：
IJCV, T-PAMI, IEEE T-IP, IEEE T-NNLS, IEEE T-CSVT, IEEE T-CYB, IEEE T-MM, IEEE T-MI, IEEE T-HMS, IEEE T-SMC:S, IEEE T-GRS, IEEE T-STSP, IEEE JSTARS, IEEE T-ITS, PR, CVIU...
Representative Papers
He has more than 150 papers, e.g., IEEE T-PAMI、IJCV、IEEE T-IP、IEEE T-NNLS、IEEE T-CYB、IEEE T-CSVT、IEEE T-GRS、IEEE T-ITS、T-IE、PR、CVIU、CVPR、AAAI、IJCAI. He has 30+ Highly-Cited Papers and ESI Hot Papers.
Q. Wang, J. Gao, W. Lin, and Y. Yuan, “Pixel-wise Crowd Understanding via Synthetic Data,” International Journal of Computer Vision (IJCV), vol. 129, pp. 225-245, 2021. [PDF] | [Project/Code/Dataset]
Q. Wang, J. Gao, W. Lin, and X. Li, “NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), in press, 2020. [Poject]
Q. Wang,M. Chen, F. Nie, and X. Li, “Detecting Coherent Groups in Crowd Scenes by Multiview Clustering,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 42, no. 1, pp. 46-58, 2020. [PDF]
Q. Wang, X. He, X. Jiang, and X. Li, “Robust Bi-stochastic Graph Regularized Matrix Factorization for Data Clustering,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), in press, 2020. [PDF]
Q. Wang, Z. Qin, F. Nie, and X. Li, “C2DNDA: A Deep Framework for Nonlinear Dimensionality Reduction,” IEEE Transactions on Industrial Electronics (T-IE), vol. 68, no. 2, pp. 1684-1694, 2021. [PDF] [Code]
Q. Wang, J. Gao, W. Lin, and Y. Yuan, “Learning from Synthetic Data for Crowd Counting in the Wild,” Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 8190-8199, 2019. [PDF] [Project/Code/Dataset]
Q. Wang, J. Gao, W. Lin, and Y. Yuan, “Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes,” IEEE Transactions on Image Processing (T-IP), vol. 28, no. 9, pp. 4376-4386, 2019. [PDF] [Code]
Q. Wang, J. Wan, F. Nie, B. Liu, C. Yan, and X. Li, “Hierarchical Feature Selection for Random Projection,” IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), vol. 30, no. 5, pp. 1581-1586, 2019. [PDF]
Q. Wang, Z. Qin, F. Nie, and X. Li, “Spectral Embedded Adaptive Neighbors Clustering,” IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), vol. 30, no. 4, pp. 1265-1271, 2019. [PDF][Code Link1 Link2 ]
Q. Wang, Z. Yuan, Q. Du and X. Li, “GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection,” IEEE Transactions on Geoscience and Remote Sensing (T-GRS), vol. 57, no. 1, pp. 3-13, 2019. [PDF][Dataset Link1 Link2 ] [Code](Access Code: kou3)
Recent papers: