
Mai Xu
Info
Title | Associate Professor, Master Supervisor, Doctoral Supervisor | ||
MaiXu@buaa.edu.cn | Tel. | (+86)010-8321-5461 | |
Interest Fields | Saliency Detection, Video Compression, Virtual/Augmented Reality | ||
Address | MC2 Lab, Beihang University |
Mai Xu received B.S. degree from Beihang University in 2003, M.S. degree from Tsinghua University in 2006 and Ph.D degree from Imperial College London in 2010 (supervised by Prof. Maria Petrou, Fellow of Royal Academy of Engineering). From 2010-2012, he was working as a research fellow at Wireless Multimedia Lab (Supervised by Prof. Jianhua Lu, Fellow of Chinese Academy of Sciences), Tsinghua University. Currently, Dr. Xu is an associate professor of Beihang University. During 2014-2015, he is a visiting scholar of MSRA. During 2014 to 2015, he was a visiting researcher of MSRA. His research interests mainly include image processing and computer vision. He has published more than 70 technical papers in international journals and conference proceedings, e.g., IEEE TIP, TMM, TCSVT, CVPR, ICCV and DCC. He is the recipient of best paper awards of two IEEE conferences, and best paper award nomination of IEEE ICME and TCSVT.
2003年毕业于北京航空航天大学,获学士学位;2006年毕业清华大学,获硕士学位;2010年毕业伦敦帝国理工学院(导师:Maria Petrou,英国皇家工程院院士);2010-2012年在清华大学大学无线多媒体实验室从事博士后研究工作(导师:陆建华,中国科学院院士)。2013年入选北京航空航天大学“卓越百人”青年人才引进计划,加入北京航空航天大学。2014年入选微软亚洲研究院青年教师铸星计划,2015年获ICCV(CCF A 类会议)青年学者奖,2016年获教育部霍英东青年基金资助,2017年获人工智能学会技术发明一等奖(第二完成人),2018年获中国电子学会优秀科技工作者。研究兴趣为视频通信与图像处理。学术方面:近五年,在IEEE Transactions等国际顶级期刊及CVPR、ICCV、DCC、ICME等顶级会议上发表论文70余篇(均为SCI/EI检索),其中SCI检索30+篇(JCR1区20+篇),Google学术他引600+次。获IEEE视频处理领域顶级期刊IEEE TCSVT最佳论文奖提名1次,获IEEE国际会议最佳论文奖2次,会议最佳论文提名1项。作为负责人承担项目10项,其中国家自然科学基金2项(面上、青年各1项),863项目3项;作为研究骨干参与项目2项,其中973项目1项(牵头单位),欧盟FP6项目1项。2013年起承担本科生“数字图像处理”及研究生“机器学习”、“科技论文写作”教学工作,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“金质奖章”1人,北航优秀本科毕业设计3人次。指导的研究生获中国电子学会优秀硕士论文提名奖,北航“研究生十佳”2人、提名1人,北航优秀硕士毕业论文3人,国家奖学金5人,北航研究生优秀学术论文提名6人次。
2003年毕业于北京航空航天大学,获学士学位;2006年毕业清华大学,获硕士学位;2010年毕业伦敦帝国理工学院(导师:Maria Petrou,英国皇家工程院院士);2010-2012年在清华大学大学无线多媒体实验室从事博士后研究工作(导师:陆建华,中国科学院院士)。2013年入选北京航空航天大学“卓越百人”青年人才引进计划,加入北京航空航天大学。2014年入选微软亚洲研究院青年教师铸星计划,2015年获ICCV(CCF A 类会议)青年学者奖,2016年获教育部霍英东青年基金资助,2017年获人工智能学会技术发明一等奖(第二完成人),2018年获中国电子学会优秀科技工作者。研究兴趣为视频通信与图像处理。学术方面:近五年,在IEEE Transactions等国际顶级期刊及CVPR、ICCV、DCC、ICME等顶级会议上发表论文70余篇(均为SCI/EI检索),其中SCI检索30+篇(JCR1区20+篇),Google学术他引600+次。获IEEE视频处理领域顶级期刊IEEE TCSVT最佳论文奖提名1次,获IEEE国际会议最佳论文奖2次,会议最佳论文提名1项。作为负责人承担项目10项,其中国家自然科学基金2项(面上、青年各1项),863项目3项;作为研究骨干参与项目2项,其中973项目1项(牵头单位),欧盟FP6项目1项。2013年起承担本科生“数字图像处理”及研究生“机器学习”、“科技论文写作”教学工作,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“金质奖章”1人,北航优秀本科毕业设计3人次。指导的研究生获中国电子学会优秀硕士论文提名奖,北航“研究生十佳”2人、提名1人,北航优秀硕士毕业论文3人,国家奖学金5人,北航研究生优秀学术论文提名6人次。
二十篇代表性论文(近五年)
- Mai Xu*,Yufan Liu; Haoji Hu; Feng He, Reducing Complexity of HEVC: A Deep Learning Approach, IEEE Transactions on Image Processing, Accept, 2018. (SCI, Q1)
- Mai Xu*, Tianyi Li; Zulin Wang; Xin Deng; Zhenyu Guan, Find Who to Look at: Turning from Action to Saliency, IEEE Transactions on Image Processing, Accept, 2018. (SCI, Q1)
- Ren Yang,Mai Xu,Zulin Wang,Tianyi Li, Multi-Frame Quality Enhancement for Compressed Video, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. (计算机视觉领域顶级会议,CCF A类)
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Shengxi Li, Mai Xu*, Yun Ren and Zulin Wang, Closed-form Optimization on Saliency-guided Image Compression for HEVC-MSP, IEEE Transactions on Multimedia, 2018. (SCI, Q1)
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Ren Yang; Mai Xu*; Zulin Wang, Yiping Duan, Xiaoming Tao, Saliency-guided complexity control for HEVC decoding, IEEE Transactions on Broadcasting, 2018. (SCI, Q1)
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Yufan Liu, Songyang Zhang, Mai Xu*, and Xuming He, Predicting Salient Face in Multiple-face Videos, the Proceeding of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017. (计算机视觉领域顶级会议,CCF A类)
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Baihong Lin, Xiaoming Tao, Mai Xu*, and Jianhua Lu, Bayesian Hyperspectral and Multispectral Image Fusion via Double Matrix Factorization, IEEE Transactions on Geoscience and Remote Sensing, 2017. (SCI, Q1)
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Mai Xu*, Lai Jiang, Xiaoyan Sun, Zhaoting Ye, and Zulin Wang, Learning to Detect Video Saliency with HEVC Features, IEEE Transactions on Image Processing, 2017. (SCI, Q1)
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Shengxi Li, Mai Xu*, Zulin Wang and Xiaoyan Sun: Optimal Bit Allocation for CTU Level Rate Control in HEVC, IEEE Transactions on Circuits and Systems for Video Technology, 2017. (SCI, Q1)
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Mai Xu*, Yun Ren, Jinxian Liu and Zulin Wang, Saliency detection in face videos: A data-driven approach, IEEE Transactions on Multimedia, 2017. (SCI, Q1)
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Mai Xu*, Chen Li, Yufan Liu, Xin Deng and Jianxin Lu, A Subjective Visual Quality Assessment Method of Panoramic Videos, the Proceeding of IEEE International Conference on Multimedia and Expo (ICME), 2017 (多媒体领域顶级会议,CCF B类,best paper award finalist).
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Mai Xu*, Lai Jiang, Zhaoting Ye, and Zulin Wang*: Bottom-up saliency detection with Sparse Representation of Learnt Texture Atoms. Pattern Recognition, 60, 2016. (SCI, Q1)
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Kanapathippillai Cumanan, Zhiguo Ding, Mai Xu*, Vincent Poor, Secrecy Rate Optimization for Secure Multicast Communications, IEEE Journal of Selected Topics on Signal Processing, 10(8), 2016. (SCI, Q1)
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Xin Deng, Mai Xu* and Zulin Wang: Subjective-driven Complexity Control Approach for HEVC, IEEE Transactions on Circuits and Systems for Video Technology, 26(1), 2016. (SCI, Q1)
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Shengxi Li, Mai Xu*, Yun Ren, Chengzhang Ma and Zulin Wang: Optimizing Subjective Quality in HEVC-MSP: An Approximate Closed-form Image Compression Approach, the Proceeding of IEEE Data Compression Conference (DCC), 2016. (Oral, Full-length Paper, 压缩领域会议,CCF B类)
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Mai Xu*, Yun Ren, and Zulin Wang: Learning to Predict Saliency on Face Images, the Proceeding of IEEE International Conference on Computer Vision (ICCV), 2015. (计算机视觉领域顶级会议,CCF A类)
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Mai Xu*, Shengxi Li, Jianhua Lu and Wenwu Zhu: Compressibility Constrained Sparse Representation with Learnt Dictionary for Low Bit-rate Image Compression, IEEE Transactions on Circuits and Systems for Video Technology,24(10), 2014. (优秀论文提名,SCI, Q1)
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Mai Xu*, Xin Deng, Shengxi Li and Zulin Wang: “Region-of-Interest Based Conversational HEVC Coding with Hierarchical Perception Model of Face,” IEEE Journal of Selected Topics on Signal Processing, vol. 8(4), 2014. (SCI, Q1)
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Wei Chen, Mai Xu, Zhiguo Ding, and Zulin Wang: Distributed Coalition Formation Algorithms for Cooperative Broadcast Networks with SWIPT, IEEE Wireless Communications and Signal Processing (WCSP), 2014. (Best paper award)
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Zhiguo Ding*, Mai Xu*, Bayan Sharif and Jianhua Lu: A General Transmission Scheme for Bi-directional Communication by Using Eigenmode Sharing, IEEE Journal on Selected Areas in Communications (JASC), 30(8), 2012. (SCI, Q1)
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