个人简介
教育背景
2005-2011 | 中国科学技术大学 | 模式识别与智能系统专业 | 博士(硕博连读) |
2001-2005 | 中国科学技术大学 | 自动化专业 | 学士 |
工作经历
2017至今 | 西北工业大学 | 教授 |
2014-2017 | 西北工业大学 | 副教授 |
2011-2013 | 中国科学院西安光学精密机械研究所 | 博士后 |
代表工作
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, X. Lu, C. Zhang, Y. Yuan, and X. Li, “LSV-LP: Large-Scale Video-Based License Plate Detection and Recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 45, no. 1, pp. 752-767, 2023. [PDF] [Dataset]
Q. Wang, N. Guo, Z. Xiong, Z. Yin, and X. Li, “Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol. 44, no. 11, pp. 7551-7562, 2022. [PDF] [Code]
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), vol. 43, no. 6, pp. 2141-2149, 2021. [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), vol. 44, no. 1, pp. 390-403, 2022. [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. 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)
荣誉获奖
科睿唯安全球高被引科学家
爱思唯尔中国高被引学者
中组部万人计划青年拔尖人才
吴文俊人工智能优秀青年奖
陕西省高层次人才特殊支持计划青年拔尖人才
陕西省杰出青年科学基金获得者
陕西省高校首批青年杰出人才支持计划
陕西省青年科技新星
陕西省自然科学优秀学术论文奖
陕西省科学技术一等奖
陕西省科学院科学技术一等奖
陕西省青年科技奖
IEEE国际会议最佳论文奖和最佳论文提名奖
Springer国际会议最佳学生论文奖
陕西省高等教育教学成果特等奖
陕西省学位与研究生教育学会研究生教育成果特等奖
社会兼职
BCS Fellow
IET Fellow
ACM Senior Member
IEEE Senior Member
CCF Senior Member
中国图象图形学学会青工委委员
中国计算机学会青年计算机科技论坛(CCF YOCSEF)委员
CCF大数据专家委员会通讯委员
CCF计算机视觉专业组委员
陕西省图象图形学学会理事
VALSE首届在线组委会委员/理事会理事
学术成果
相关研究论文150余篇,均已发表在本领域内知名国际期刊、会议上(如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等),40余篇论文入选ESI高被引论文与热点论文。负责了国家重点基础研究发展计划(973计划)项目、国家重点研发计划项目、国家自然科学基金重大研究计划项目/重点项目/面上项目/青年项目、JKW国防科技创新特区项目、陕西省自然科学基金等30余项科研项目。
学术活动
担任IEEE Transactions on Systems, Man, and Cybernetics: Systems、IEEE Transactions on Intelligent Transportation Systems、IEEE Transactions on Geoscience and Remote Sensing、IEEE Transactions on Circuits and Systems for Video Technology、IEEE Geoscience and Remote Sensing Letters、Pattern Recognition、Neurocomputing、Remote Sensing等多个国际期刊编委,多次在国际会议中担任主席/领域主席/分会主席等,100多次担任国际会议的PC member,为近50个国际期刊长期审稿。
其他信息
每年均招收硕士、博士、博士后,请通过邮件联系具体事宜,并附上个人简历。