个人简历

个人信息
　　武玉伟，博士，中国计算机学会计算机视觉专委会委员，中国图象图形学会视觉大数据专委会委员。2014年7月在北京理工大学获得计算机应用技术工学博士学位，并获得北京理工大学优秀博士学位论文奖、中国人工智能学会优秀博士学位论文提名奖。2014年8月至2016年8月赴新加坡南洋理工大学电气电子工程学院从事博士后研究。2016年10月加入北京理工大学计算机学院任预聘助理教授、博士生导师。在计算机科学国际权威期刊IEEE Trans.汇刊（IEEE T-IP、IEEE T-CSVT、IEEE T-ITS、IEEE T-MM）和国际顶级会议CVPR、AAAI、ACM MM 等发表论文二十余篇。主要从事计算机视觉、机器学习、信息检索等方向的研究

研究领域

计算机视觉、机器学习、信息检索

近期论文

代表性学术成果
1. Ling-Yu Duan, Yuwei Wu, Lingbo Yang, Yicheng Huang, Zhe Wang, Junsong Yuan, and Wen Gao. Minimizing Reconstruction Bias Hashing via Joint Projection and Quantization. IEEE Transactions on Image Processing (T-IP), 27(6): 3127-3141, 2018.
2. Yuwei Wu, Ling-Yu Duan, Zhe Wang, Lingbo Yang, Yicheng Huang, Jie Lin, Vijay Chandrasekhar, Junsong Yuan, and Wen Gao. A Codebook-free Compact Descriptor via Dual Selection for Visual Search. IEEE Transactions on Multimedia (T-MM), 2018.
3. Weichao Shen, Yuwei Wu, Junsong Yuan, Ling-Yu Duan, Jian Zhang, and Yunde Jia. Robust Distracter-Resistive Tracker via Learning a Multi-component Discriminative Dictionary. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2018.
4. Lidong Yu, Yucheng Wang, Yuwei Wu, and Yunde Jia. Deep Stereo Matching with Explicit Cost Aggregation Sub-Architecture. AAAI 2018.
5. Min Yang, Yuwei Wu, and Yunde Jia. A Hybrid Data Association Framework for Robust Online Multi-Object Tracking. IEEE Transactions on Image Processing (T-IP), 26(12): 5667-5679, 2017.
6. Tan Yu, Yuwei Wu, Junsong Yuan. HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
7. Tan Yu, Yuwei Wu, Sreyasee Das Bhattacharjee, Junsong Yuan. Efficient Object Instance Search Using Fuzzy Objects Matching. AAAI 2017: 4320-4326.
8. Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei, Yuwei Wu. Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition. AAAI 2017: 4009-4015.
9. Zhen Dong, Yuwei Wu, Mingtao Pei, and Yunde Jia. Vehicle Type Classification Using Semi-Supervised Convolutional Neural Network. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 16(4): 2247-2256, 2016.
10. Min Yang, Yuwei Wu, Mingtao Pei, Bo Ma, and Yunde Jia. Online Discriminative Tracking with Active Example Selection. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 26(7): 1279-1292, 2016.
11. Yuwei Wu, Mingtao Pei, Min Yang, Junsong Yuan, and Yunde Jia. Robust Discriminative Tracking via Landmark-based Label Propagation. IEEE Transactions on Image Processing (T-IP), 24(5): 1510-1523, 2015.
12. Yuwei Wu, Yunde Jia, Peihua Li, Jian Zhang, and Junsong Yuan. Manifold kernel Sparse Representation of Symmetric Positive Definite Matrices and Its Applications. IEEE Transactions on Image Processing (T-IP), 24(11): 3729-3741, 2015.