Mai Xu
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教育部长江学者特聘教授,电子信息工程学院副院长、中国图象图形学学会青工委副主任。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200余篇(均为SCI/EI检索),其中SCI检索100+篇(JCR150+篇,IEEE期刊论文40+篇);近五年,谷歌引用7000余次,多篇论文入选ESI高被引论文/热点论文。获IEEE/ACM国际会议/期刊最佳论文奖6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),连续两年获IEEE TMM杰出编委奖。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、重点、优青、面上、青年等项目以及京市杰青、863等项目。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2023年度北京市自然科学一等奖(序1)、2020年度教育部技术发明一等奖(序1)、13届中国人工智能学会自然科学一等奖(序1)、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。指导的博士生3名,均获得北京航空航天大学校级优秀博士论文奖,并获北京市优秀博士论文奖、中国图象图形学学会优秀博士论文奖,指导的硕士生获中国电子学会优秀硕士论文奖3项(含提名奖1项)。指导的研究生获北航“研究生十佳”9人(北航研究生最高荣誉)、提名1人,国家奖学金20余人。主页:http://www.buaamc2.net/
 

近五年,二十篇代表性论文(2019年以来)

[20] Minglang Qiao#, Mai Xu#, Lai Jiang, Peng Lei, Shijie Wen, Yunjin Chen, Leonid Sigal: HyperSOR: Context-aware Graph Hypernetwork for Salient Object Ranking, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

[19] Tie Liu, Shengxi Li, Mai Xu*, Li Yang, Xiaofei Wang: Assessing Face Image Quality: A Large-scale Database and a Transformer Method, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

[18] Xin Deng, Enpeng Liu, Chao Gao, Shengxi Li, Shuhang Gu, Mai Xu*, CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

[17] Minglang Qiao, Yufan Liu, Mai Xu*, Xin Deng, Bing Li, Weiming Hu, Ali Borji: Joint Learning of Audio–Visual Saliency Prediction an Sound Source Localization on Multi-face Videos, International Journal of Computer Vision, 2023.

[16] Xin Deng, Jingyi Xu, Fangyuan Gao, Xiancheng Sun, Mai Xu*: DeepM2CDL: Deep Multi-scale Multi-modal Convolutional Dictionary Learning Network, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.

[15] Qunliang Xing, Mai Xu*, Xin Deng, Yichen Guo: DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.

[14] 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, 2022.

[13] 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, 2022.

[12] 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, 2021.

[11] 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.

[10] 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.

[9] 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.

[8] 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.

[7] 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.

[6] 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.

[5] 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.

[4] 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.

[3] 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.

[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.

 



 



 



 

 




 

 

 


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Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

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Date of Employment:2013-01-01

School/Department:电子信息工程学院

Business Address:北航 IRC 403

Gender:Male

Contact Information:82314663

Status:Employed

Alma Mater:Imperial College London

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