徐迈 (教授)

教授 博士生导师 硕士生导师

性别:男

毕业院校:Imperial College London

所在单位:电子信息工程学院

办公地点:北航 IRC 403

联系方式:82314663

Email:

个人简历

教育部长江学者特聘教授,中国图象图形学学会青工委副主任。近五年,以第一/通讯作者在IJCVIEEE TPAMIJSACTIPTMIJSTSPTCSVT等国际顶级期刊及CVPRICCVECCVAAAIDCCACM MM等顶级会议上发表论文100余篇(均为SCI/EI检索),其中SCI检索60+篇(JCR150+篇,IEEE期刊论文40+篇);近五年,谷歌引用3千余次,SCI他引千余次,多篇论文入选ESI高被引论文/热点论文。获IEEE国际会议/期刊最佳论文奖4项、提名奖2项。担任图像处理领域顶级期刊IEEE TIP编委(Associate Editor)、IEEE TMM编委(Associate Editor)、信号处理领域权威期刊IEEE J-STSP的首席客座编委(Lead Guest Editor)。作为负责人承担科研项目20余项,包括国家自然科学基金首批原创探索项目、优青项目、面上项目、青年项目,北京市杰青项目、军委科技委创新特区项目、863项目。曾入选教育部青年长江学者,获教育部霍英东基金、中国电子学会优秀科技工作者、中国计算机学会杰出演讲者荣誉。研究成果获2017年度中国人工智能学会技术发明一等奖(第二完成人)、2020年度教育部技术发明一等奖(第一完成人)、24届中国科协求是杰出青年成果转化奖。

2013年至今,承担本科生“数字图像处理”课程教学工作,获2021年度高校计算专业优秀教师奖; 2016年至今,承担研究生“机器学习概论”课程教学工作,获2021年度北京航空航天大学研究生课程卓越教学奖;2014年获北京航空航天大学“我爱我师”十佳教师奖。指导的本科生获北航“沈元金质奖章”2人(北航本科生最高荣誉),北航优秀本科毕业设计5人次。指导的研究生获中国电子学会优秀硕士论文奖3项(含提名奖1项),北航“研究生十佳”5人(北航研究生最高荣誉)、提名1人,北航优秀硕士毕业论文3人,国家奖学金11人。主页:http://www.buaamc2.net/
 
近三年,二十篇代表性论文(2019年以来)

[20] Li Yang, Mai Xu*, Yichen Guo, Xin Deng, Fangyuan Gao and Zhenyu Guan: Hierarchical Bayesian LSTM for Head Trajectory Prediction on Omnidirectional Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, Early Acess, 2021.

[19] Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu*, Xin Deng*, Lisong Dai, Xiangyang Xu*, Tianyi Li, Yichen Guo, Zulin Wang, Pier Luigi, Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis, IEEE Transactions on Medical Imaging, Early Access, 2021.

[18] Mai Xu, Lai Jiang, Chen Li, Zulin Wang, Xiaoming Tao*, Viewport-based CNN: A Multi-task Approach for Assessing 360° Video Quality, IEEE Transactions on Pattern Analysis and Machine Intelligence, Early Access, 2020.

[17] Xin Deng; Wenzhe Yang, Ren Yang, Mai Xu*; Enpeng Liu; Qianhan Feng; Radu Timofte: Deep Homography for Efficient Stereo Image Compressionthe Proceeding of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), oral, 2021.

[16] Zhenyu Guan; Qunliang Xing; Mai Xu*; Ren Yang; Tie Liu; Zulin Wang: MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video, IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(3), 2021.

[15] Mai Xu*, Li Yang, Xiaoming Tao, Yiping Duan and Zulin Wang: Saliency Prediction on Omnidirectional Image with Generative Adversarial Imitation Learning, IEEE Transactions on Image Processing, 30, 2021.

[14] Tianyi Li, Mai Xu*, Runzhi, Tang, Ying Chen, Qunliang Xing, DeepQTMT: A Deep Learning Approach for Fast QTMT-Based CU Partition of Intra-Mode VVC, IEEE Transactions on Image Processing, 30, 2021.

[13] Xin Deng, Yutong Zhang, Mai Xu*, Shuanghang Gu, Yiping Duan, Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution, IEEE Transactions on Image Processing, 30, 2021.

[12] Mai Xu*, Li Yang, Xiaoming Tao, Yiping Duan, Zulin Wang, Saliency Prediction on Omnidirectional Image with Generative Adversarial Imitation Learning, IEEE Transactions on Image Processing, 30, 2021.

[11] Lai Jiang, Mai Xu*, Zulin Wang, Leonid Sigal, DeepVS2.0: A Saliency-Structured Deep Learning Method for Predicting Dynamic Visual Attention, International Journal of Computer Vision, 129, 2020.

[10] Tianyi Li, Mai Xu*, Xin Deng and Liquan Shen: Accelerate CTU Partition to Real Time for HEVC Encoding with Complexity Control, IEEE Transactions on Image Processing, 29, 2020.

[9] Liu Li, Mai Xu*, Hanruo Liu, Yang Li, Xiang Fan, Zulin Wang and Lingli Wang, A Large-scale Database and a CNN Model for Attention Based Glaucoma Detection, IEEE Transactions on Medical Imaging, 39 (2), 2020.

[8] Mai Xu, Chen Li, Shanyi Zhang, Patrick Le Callet, State-of-the-Art in 360° Video/Image Processing: Perception, Assessment and Compression, IEEE Journal of Selected Topics on Signal Processing, 14(1), 2020.

[7] Jiaxin Lu, Mai Xu*, Ren Yang, Zulin Wang, Understanding and Predicting the Memorability of Outdoor Natural Scenes, IEEE Transactions on Image Processing, 29, 2020.

[6] Xiaoming Tao; Zhao Chen; Mai Xu*; Jianhua Lu, Rebuffering Optimization for DASH via Pricing and EEG-Based QoE Modeling, IEEE Journal on Selected Areas in Communications, 37(7), 2019.

[5] Tianyi Li, Mai Xu*, Ce Zhu, Ren Yang, Zulin Wang and Zhenyu Guan, A Deep Learning Approach for Multi-Frame In-Loop Filter of HEVC, IEEE Transactions on Image Processing,29, 2019.

[4] Liu Li, Mai Xu*, Xiaofei Wang, Lai Jiang and Hanruo Liu: Attention Based Glaucoma Detection: A Large-scale Database and CNN Modelthe Proceeding of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

[3] Chen Li; Mai Xu*; Lai Jiang; Shanyi Zhang; Xiaoming Tao: Viewport Proposal CNN for 360° Video Quality Assessmentthe Proceeding of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

[2] Xu, Mai*; Song, Yuhang; Wang, Jianyi; Qiao, MingLang; Huo, Liangyu; Wang, Zulin, Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach, IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(11), 2019. (SCI, Q1)

[1] Xin Deng, Yun Ren, Mai Xu and Pier Luigi Dragotti: Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution, the Proceeding of IEEE International Conference on Computer Vision (ICCV), oral, 2019.



 



 



 

 




 

 

 


研究方向

  • [1]   视频编码、视频通信、计算机视觉、机器学习、人工智能