教学机构

汪凌峰：教授，硕士生导师

发布人：信息学院发布时间：2021-09-17浏览次数：8140

汪凌峰(Ling-Feng Wang)：教授，硕士生导师；2013年6月获工学博士（模式识别与智能系统），2014年入选中科院青促会会员，2016入选中国自动化学会模式识别与机器智能专业委员会委员。以第一作者或者通信作者在IEEE T-PAMI, T-NNLS, T-IP, T-MM, T-CSVT以及T-ITS等杂志上发表论文30余篇；目前主持包括国家自然科学基金面上项目在内的4项课题，参与了包含国家自然科学基金委重大研究计划重点项目在内的项目多项；2013获中科院院长特别奖，2014年获中科院优秀博士论文，2014年获中科院青促会会员（属中科院青年人才计划）。

邮箱：lfwang@mail.buct.edu.cn

研究方向：计算机视觉与机器学习。



教学课程Teaching courses

课程名称

面向对象

《编译原理》

本科生


主持、参与的主要科研项目 Research Projects

项目名称

项目来源

小样本机器学习与目标检测识别

某部委纵向项目

基于分层深度表示的行为识别关键技术研究

国家自然科学基金面上项目

基于背景感知与稀疏表达模型的目标跟踪

国家自然科学基金青年项目

计算机视觉与机器学习基础研究

中科院青促会专项（人才项目）


代表论文Research Papers

  1. Jianlong Chang, Gaofeng Meng, Lingfeng Wang*(通讯作者), Shiming Xiang, Chunhong Pan: Deep Self-Evolution Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI) 42(4): 809-823 (2020)  影响因子：17.861

  2. Lingfeng Wang, Chunhong Pan: Visual Object Tracking Via a Manifold Regularized Discriminative Dual Dictionary Model. Pattern Recognition (PR) 91: 272-280 (2019)  影响因子：7.196

  3. Xinyu Xiao, Lingfeng Wang*(通讯作者), Kun Ding, Shiming Xiang, Chunhong Pan: Deep Hierarchical Encoder-Decoder Network For Image Captioning. IEEE Transactions on Multimedia (IEEE T-MM) 21(11): 2942-2956 (2019)  影响因子：6.051

  4. Lingfeng Wang, Chunhong Pan: Groupwise Retargeted Least-Squares Regression. IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS) 29(4): 1352-1358 (2018) 影响因子：8.793  

  5. Lingfeng Wang, Zehao Huang, Yongchao Gong, Chunhong Pan: Ensemble Based Deep Networks For Image Super-Resolution. Pattern Recognition (PR) 68: 191-198 (2017)  影响因子：7.196

  6. Lingfeng Wang, Xu-Yao Zhang, Chunhong Pan. MSDLSR: Margin Scalable Discriminative Least Squares Regression For Multicategory Classification. IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS) 27(12): 2711-2717 (2016) 影响因子：8.793

  7. Lingfeng Wang, Huai-Yu Wu, Chunhong Pan. Manifold Regularized Local Sparse Representation For Face Recognition. IEEE Transactions On Circuits And Systems For Video Technology (IEEE T-CSVT) 25(4): 651-659. (2015) 影响因子：4.133

  8. Lingfeng Wang, Huai-Yu Wu, Chunhong Pan. Fast Image Upsampling Via The Displacement Field. IEEE Transactions On Image Processing (IEEE T-IP) 23(12): 5123-5135. (2014) 影响因子：9.34

  9. Lingfeng Wang, Hongping Yan, Ke Lv, Chunhong Pan. Visual Tracking Via Kernel Sparse Representation With Multi-kernel Fusion. IEEE Transactions On Circuits And Systems For Video Technology (IEEE T-CSVT) 24(7): 1132-1141. (2014)  影响因子：4.133

  10. Lingfeng Wang, Chunhong Pan: Robust Level Set Image Segmentation Via a Local Correntropy-Based K-Means Clustering. Pattern Recognition (PR) 47(5): 1917-1925. (2014)  影响因子：7.196   谷歌引用：145次

  11. Lingfeng Wang, Chunhong Pan: Nonrigid Medical Image Registration With Locally Linear Reconstruction. Neurocomputing 145: 303-315. (2014) 影响因子：4.438

  12. Lingfeng Wang, Hongping Yan, Chunhong Pan: Cooperative Fusion Particle Filter Tracker. Science China-Information Sciences 57(8): 1-14 (2014) 影响因子：3.304

  13. Lingfeng Wang, Hongping Yan, Huai-Yu Wu, Chunhong Pan. Forward-Backward Mean-Shift For Visual Tracking With Local-Background-Weighted Histogram. IEEE Transactions On Intelligent Transportation Systems (IEEE T-ITS) 14(3): 1480-1489. 2013  影响因子：6.319

  14. Lingfeng Wang, Shiming Xiang, Gaofeng Meng, Huai-Yu Wu, Chunhong Pan. Edge-Directed Single-Image Super-Resolution Via Adaptive Gradient Magnitude Self-Interpolation. IEEE Transactions On Circuits And Systems For Video Technology (IEEE T-CSVT) 23(8): 1289-1299. (2013)   影响因子：4.133

  15. Lingfeng Wang, Zeyun Yu, Chunhong Pan: A Unified Level Set Framework Utilizing Parameter Priors For Medical Image Segmentation. Science China-Information Sciences 56(11): 1-14 (2013) 影响因子：3.304

  16. Lingfeng Wang, Huai-Yu Wu, Chunhong Pan: Region-Based Image Segmentation With Local Signed Difference Energy. Pattern Recognition Letters 34(6): 637-645 (2013)       影响因子：3.255

  17. Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Qi Zhang, Shiming Xiang, Chunhong Pan: Local-Aggregation Graph Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI) 42(11): 2874-2886 (2020)  影响因子：17.861

  18. Xinyu Xiao, Lingfeng Wang, Kun Ding, Shiming Xiang, Chunhong Pan: Dense Semantic Embedding Network For Image Captioning. Pattern Recognition (PR) 90: 285-296 (2019)   影响因子：7.196

  19. Tingzhao Yu, Lingfeng Wang, Chaoxu Guo, Huxiang Gu, Shiming Xiang, Chunhong Pan: Pseudo Low Rank Video Representation. Pattern Recognition (PR) 85: 50-59 (2019)        影响因子：7.196

  20. Tingzhao Yu, Lingfeng Wang, Cheng Da, Huxiang Gu, Shiming Xiang, Chunhong Pan: Weakly Semantic Guided Action Recognition. IEEE Transactions on Multimedia (IEEE T-MM) 21(10): 2504-2517 (2019)  影响因子：6.051

  21. Xinyu Xiao, Lingfeng Wang, Shiming Xiang, Chunhong Pan: What And Where The Themes Dominate In Image. AAAI 2019: 9021-9029

  22. Xinyu Xiao, Lingfeng Wang, Bin Fan, Shiming Xiang, Chunhong Pan: Guiding The Flowing Of Semantics: Interpretable Video Captioning Via Pos Tag. EMNLP/IJCNLP (1) 2019: 2068-2077

  23. Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan: Deep Unsupervised Learning With Consistent Inference Of Latent Representations. Pattern Recognition (PR) 77: 438-453 (2018) 影响因子：7.196

  24. Jianlong Chang, Jie Gu, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan: Structure-Aware Convolutional Neural Networks. NeurIPS (NIPS) 2018: 11-20

  25. Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan: Deep Adaptive Image Clustering. ICCV 2017: 5880-5888  谷歌引用：154次

  26. Wei Sui, Lingfeng Wang, Bin Fan, Hongfei Xiao, Huai-Yu Wu, Chunhong Pan: Layer-Wise Floorplan Extraction For Automatic Urban Building Reconstruction. Ieee Transactions On Visualization And Computer Graphics (IEEE T-VCG) 22(3): 1261-1277 (2016)


科研成果