陈晓明 -XiaomingChen
陈晓明，博士，教授，博士生导师
悉尼大学博士，新加坡国立大学、南洋理工大学博士后，留学期间获国家留学基金委颁发的国家优秀留学生奖学金。历任世界500强IBM公司高级软件工程师、中国科学技术大学先进技术研究院副研究员、研究员，入选安徽省合肥市“百人计划”创新领军人才（副省级高层次人才引进计划），兼任Intel移动网络与计算协同创新研究院研究员。曾任国家发改委“十三五”规划“新一代信息技术产业”战略咨询报告执笔专家组成员。现任obao欧宝娱乐 计算机学院教授。
目前主持国家自然科学基金面上项目、国家自然科学基金重点项目合作项目、北京市自然科学基金面上项目。代表性科研成果发表在IEEE TIP,IEEE TCSVT,IEEE TBC,IEEE TIM,IEEE Multimedia等国际期刊和ACM Multimedia,IEEE VR,ECCV等国际会议。
具有世界知名高校科研经历与世界500强IT企业的一线软件工程经验，完成过面向IBM公司、Intel公司和韩国电子通信研究院（ETRI）等机构的技术转化。除科学研究与工程工作外，曾在悉尼大学商学院进修商业信息系统课程。
联系方式：xiaoming.chen@btbu.edu.cn
研究兴趣：
多媒体与虚拟现实(VR)、人工智能(AI)、基于VR与AI的商业信息系统、远程教育。
教育经历
2005-2009悉尼大学（U.S. News世界排名28） 计算机科学学院 博士
2004-2005悉尼大学（U.S. News世界排名28） 计算机科学学院 硕士
2001-2003皇家墨尔本理工大学 计算机学院 学士
访学 / 博士后经历：
2010-2011澳大利亚联邦科学院(CSIRO)访问科学家
2008-2010新加坡国立大学/南洋理工大学 (U.S. News世界排名29/33）博士后
工作经历：
2020至今 obao欧宝娱乐 教授
2014-2020中国科学技术大学先进技术研究院 副研究员、研究员
2014-2019Intel移动网络与计算协同研究院研究员（兼）
2012-2014IBM公司System Technology Group高级软件工程师
2011-2011Technicolor Research & Innovation (Thomson Research)高级研发工程师
讲授课程：
程序设计语言，数据结构，软件工程，专业实习，专业导论
在研项目：
目前在研项目包括：
主持国家自然科学基金面上项目1项（61.1万）
承担国家自然科学基金重点项目合作项目1项（89.1万）
主持北京市自然科学基金面上项目1项（20万）
战略报告：
国家发改委“十三五”规划战略咨询报告执笔专家组成员，参与撰写“新一代电子信息产业”咨询报告。
人才计划 / 获奖：
2014-2019安徽省合肥市“百人计划”创新领军人才（中国科学技术大学先进技术研究院任职期间）
国家优秀留学生奖学金（国家留学基金委颁发）
代表性企业技术转化：
Intel公司，转化项目Optimizing VR user experience in 5G
IBM公司，转化项目Video coding optimized to IBM Power (quit after leaving IBM)
ETRI（韩国电子通信研究院），转化项目Adaptive Video Error Concealment for ETRI’s Home Sever
代表性论文：
1.影响因子 > 2.50 期刊论文
1)Zexi Hu,Xiaoming Chen* (通信作者), Henry Yeung, Yuk Ying Chung and Zhibo Chen: “Texture-enhanced Light Field Super-resolution with SpatioAngular Decomposition Kernels,”IEEE Transactions on Instrumentation and Measurement(In revision,影响因子4.016).
2)Qiang Qu,Xiaoming Chen* (通信作者), Yuk Ying Chung and Zhibo Chen: “Light Field Image Quality Assessment With Auxiliary Learning Based on Depthwise and Anglewise Separable Convolutions,”IEEE Transactions on Broadcasting,vol. 67, no. 4, pp. 837-850, Dec. 2021, doi: 10.1109/TBC.2021.3099737 (影响因子3.863,中科院Top期刊).
3)Ping Zhao,Xiaoming Chen* (通信作者), Yuk Ying Chung and Haisheng Li: “DeLFIQE - A Low-Complexity Deep Learning-Based Light Field Image Quality Evaluator,”IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-11, 2021, Art no. 5014811, doi: 10.1109/TIM.2021.3106113 (影响因子4.016).
4)Zexi Hu, Henry Yeung,Xiaoming Chen* (通信作者), Yuk Ying Chungand Haisheng Li: “Efficient Light Field Reconstruction via Spatio-Angular Dense Network,”IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-14, 2021, Art no. 5014314, doi: 10.1109/TIM.2021.3100326 (影响因子3.658).
5)Zhicheng Lu,Xiaoming Chen* (共同第一作者，通信作者), Yuk Ying Chung and Sen Liu: “LFI-Augmenter: Light Field Image Editing with Interleaved Spatial-Angular Convolution,”IEEE Multimedia, vol. 28, no. 4, pp. 84-95, 1 Oct.-Dec. 2021, doi: 10.1109/MMUL.2021.3069912. (影响因子5.633).
6)Jun Fu,Xiaoming Chen*,Zhizheng Zhangand Zhibo Chen*: “Sequential Reinforced 360-Degree Video Adaptive Streaming with Cross-User Attentive Network,”IEEE Transactions on Broadcasting, vol. 67, no. 2, pp. 383-394, June 2021 (影响因子3.863，中科院Top期刊).
7)Zexi Hu, Yuk Ying Chung, Wanli Ouyang,Xiaoming Chen*(通信作者)and Zhibo Chen: “Light Field Reconstruction using Hierarchical Features Fusion,”Expert Systems with Applications, Vol. 151, Aug. 2020, 113394 (影响因子6.954).
8)Henry Yeung, Junhui Hou*,Xiaoming Chen*(通信作者), Jie Cheng, Zhibo Chen*, and Yuk Ying Chung: “Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution”,IEEE Transactions on Image Processing, Vol. 28,No. 5, pp. 2319-2330, May 2019 (影响因子10.856,中科院Top期刊, CCF A类).
9)Xiaoming Chen, Zhibo Chen*, Ye Li, Tianyu He, Junui Hou, Sen Liu and Ying He, “ImmerTai: Immersive Motion Learning in VR Environments”,Journal of Visual Communication and Image Representation, Elsevier, Vol. 58, pp. 416-427, Jan. 2019 (影响因子2.678).
10)Shilin Wu,Xiaoming Chen, Jun Fu and Zhibo Chen*, “Efficient VR Video Representation and Quality Assessment”,Journal of Visual Communication and Image Representation, Elsevier,Vol. 57, pp. 107-117, Nov. 2018 (影响因子2.678).
11)Zhicheng Lu, Henry Yeung, Qu Qiang, Yuk Ying Chung,Xiaoming Chen*(通信作者) and Zhibo Chen*: “Improved Image Classification with 4D Light-Field and Interleaved Convolutional Neural Network”,Multimedia Tools and Applications, Springer, pp. 1-17, Sept. 2018 (影响因子2.757).
12)Jiazhi Xia, Ying He, Dao Quynh,Xiaoming Chenand Steven Chu-Hong Hoi: “Modeling and Compressing 3D Motion Data with Geometry Video”,IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, No. 1, Jan. 2012 (影响因子4.685,中科院Top期刊, CCF B类).
13)Xiaoming Chen, Zhendong Zhao, Ahmad Rahmati, Ye Wang and Lin Zhong: “Sensor-assisted Video Encoding for Mobile Devices in Real-World Environments,”IEEE Transactions on Circuits and Systems for Video Technology, Vol. 21, No. 3, pp. 335 – 349, Mar. 2011 (影响因子4.685,中科院Top期刊, CCF B类).
14)Xiaoming Chen, Yuk Ying Chung, Changseok Bae, Xiangjian He and Wei-Chang Yeh: “An Efficient Error Concealment Algorithm for H.264/AVC Using Regression Modeling-Based Prediction”,IEEE Transactions on Consumer Electronics, Vol. 56, No. 4, pp. 2694 – 2701, Nov. 2010(影响因子2.947).
15)Xiaoming Chen,Yuk Ying Chung and Changseok Bae: “Dynamic Multi-mode Switching Error Concealment Algorithm for H.264/AVC Video Applications”,IEEE Transactions on Consumer Electronics, Vol. 54, No. 1, pp. 154-162, Feb. 2008(影响因子2.947).
2.顶级会议论文
16)Zhicheng Lu,Xiaoming Chen*(通信作者), Yuk Ying Chung, Zhibo Chen*, “Light Field Editing Propagation using 4D Convolutional Neural Networks”,IEEE Virtual Reality (IEEE VR), Workshop Paper, Mar. 2020, Los Angeles, CA, USA (CCF A类).
17)Henry Yeung, Junhui Hou, Jie Chen, Yuk Ying Chung andXiaoming Chen, “Fast Light Field Reconstruction With Deep Coarse-To-Fine Modeling of Spatial-Angular Clues”,European Conference on Computer Vision (ECCV),pp. 138-154,Sept., 2018, Munich, Germany (CCF B类).
18)Tianyu He,Xiaoming Chen*(通信作者), Zhibo Chen*, Ye Li, Junhui Hou and Ying He, “Immersive and Collaborative Taichi Learning in Various VR Environments”,IEEE Virtual Reality (IEEE VR), Poster Paper, Mar. 2017, Los Angeles, CA, USA (CCF A类).
19)Dao Quynh, Ying He,Xiaoming Chen,Jiazhi Xia and Steven Chu-Hong Hoi: “CGV: Modeling 3D Articulated Motions with Conformal Geometry Videos,”ACMMultimedia (ACM MM),Full Paper, pp. 383-392, Nov. 28 – Dec. 1, 2011, Scottsdale, USA(CCF A类).
20)Jiazhi Xia, Ying He, Dao Quynh, Xiaoming Chenand Steven Chu-Hong Hoi: “Modeling 3D Facial Expressions Using Geometry Videos,”ACM Multimedia(ACM MM),full paper, pp. 591-600, 25th -29rd October, 2010, Firenze, Italy (CCF A类).
21)Xiaoming Chen, Zhendong Zhao, Ahmad Rahmati, Ye Wang and Lin Zhong: “SaVE: Sensor-assisted Motion Estimation for Efficient H.264/AVC Encoding,”ACM Multimedia(ACM MM),full paper, pp. 381-390, 19th -23rd October, 2009, Beijing, China (CCF A类).
3.其它EI论文
22)Ping Zhao,Xiaoming Chen, Yuk Ying Chung and Haisheng Li:“Low-Complexity Deep No-Reference Light Field Image Quality Assessment with Discriminative EPI Patches Focused,”IEEE International Conference on Consumer Electronics (ICCE), Jan. 2021,Los Angeles, CA, USA(EI).
23)Mingliu Sun, Shengyang Zhao, andXiaoming Chen, “3DoF+ Video Compression Algorithm Based on Distortion Minimization Interpolation with Adaptive Reference View Selection”,International Conference on Multimedia and Image Processing (ICMIP), 2020 (EI).
24)Jun Fu,Xiaoming Chenand Zhibo Chen, “360SRL: A Sequential Reinforcement Learning Approach for ABR Tile-based 360 Video Streaming”,IEEE International Conference on Multimedia and Expo. (ICME),oral paper, July 2019, pp. 290-295(EI, CCF B类).
25)Shilin Wu，Zhibo Chen, Ning Liao andXiaoming Chen, “Study on User Experience of Panoramic Images on Different Immersive Devices”,Pacific-Rim Conference on Multimedia (PCM), Sept. 21-22, 2018, Hefei, China (EI).
26)J. Li, G. Liu, H. W. F. Yeung, J. Yin, Y. Y. Chung andXiaoming Chen, "A novel stacked denoising autoencoder with swarm intelligence optimization for stock index prediction,”International Joint Conference on Neural Networks (IJCNN), Anchorage, AK, 2017, pp. 1956-1961 (EI).
27)L. Zhu, Z. Chen,Xiaoming Chenand Ning Liao, "Saliency & structure preserving multi-operator image retargeting,"IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, 2016, pp. 1706-1710(EI, CCF B类).
28)Jianxin Lin, Lingling Zhu, Zhibo Chen,Xiaoming Chen: “Objective Quality Assessment For Image Retargeting Based On Hybrid Distortion Pooled Model”,International Workshop on Quality of Multimedia Experience (QoMEX), 26-29 May 2015, Costa Navarino, Messinia, Greece (EI).
29)Feng Sha, Felix Lo, Yuk Ying Chung,Xiaoming Chen, Wei-Chang Yeh: “A Novel Optimized Watermark Embedding Scheme for Digital Images”.Multimedia Modeling Conference (MMM), pp. 208-219, 5-7 Jan. 2015, Sydney, Australia (EI).
30)Xiaoming Chen, Yuk Ying Chung, Wei-Chang Yeh, Neil Bergmann, Noorhaniza Wahid, Mohd Afizi Mohd Shukran, “Improved Error Correction Techniques for Digital Multimedia Broadcasting (DMB) Service”,Modern Applied Science, Vol. 5, No. 6, pp. 3-12, Dec. 2011.
31)Xiaoming Chenand Yuk Ying Chung: “Error Concealment for H.264/AVC using Regression Modeling,”IEEE International Conference on Consumer Electronics (ICCE), 11th -13th January 2010, Las Vegas, Nevada, U.S.A (EI).
32)Xiaoming Chenand Yuk Ying Chung: “A New Multi-Mode Intra frame Error Concealment Algorithm for H.264/AVC”,IEEE International Conference on Multimedia and Expo.(ICME), 2nd -5th July 2007, Beijing, China (EI, CCF B类).
33)Changseok Bae, Yuk Ying Chung, S. Li, Xiaoming Chen, M.A.M. Shukran: “A New Optimized Error-Resilience Coding for Video Applications,”IEEE International Conference onMultimedia and Expo. (ICME), 2nd -5th July 2007, Beijing, China (EI, CCF B类).
34)Xiaoming Chen, Yuk Ying Chung and Changseok Bae: “An improved H.264 Error Concealment Algorithm with User Feedback Design,” Human Computer Interactions (HCI), 22nd -26th July 2007, Beijing, China and volume 4552 ofLecture Notes in Computer Science (LNCS), pp. 815-820 Springer-Verlag (EI).
35)Yuk Ying Chung, Xiaoming Chenand Ahmed Fawzi Ottom:“A Study of Clustering Algorithms for Wavelet-based Image Retrieval System,”IEEE Consumer Communications and Networking Conference (CCNC), 8th -10th January 2006, Las Vegas, Nevada, U.S.A. (EI).
36)Changseok Bae, Yuk Ying Chung, Xiaoming Chenand Ahmed Fawzi Ottom: “A New Error Resilient Coding schemes for the Home Entertainment Video,”IEEE Consumer Communications and Networking Conference (CCNC), 8th -10th January 2006, Las Vegas, Nevada, U.S.A. (EI).
37)Xiaoming Chen, Y.Y. Chung, F.F. Xu, A.F. Otoom, C. Bae: “Combined Copyright Protection and Error Detection Scheme for H.264/AVC”,WSEAS International Conference on Multimedia Systems and Signal Processing (MUSP’06), Hangzhou, China, April 16-18, 2006.
38)Xiaoming Chen, Y.Y. Chung, F.F. Xu, A.F. Otoom, C. Bae: “Performance Analysis of Error concealment Algorithms for MPEG-2 Video”,WSEAS International Conference on Multimedia Systems and Signal Processing (MUSP’06), Hangzhou, China, April 16-18, 2006.
39)Y.Y. Chung, S. Li,Xiaoming Chen, C. Bae: “A new statistical algorithm to detect errors in MPEG-2 video”,WSEAS International Conference on Multimedia Systems and Signal Processing (MUSP’06), Hangzhou, China, April 16-18, 2006.
40)Y.Y. Chung, X. Zhang,Xiaoming Chen, M. A. M. Shukran, C. Bae: “The new Hybrid approach to protect MPEG2 video header”,WSEAS International Conference on Multimedia Systems and Signal Processing (MUSP’06), Hangzhou, China, April 16-18, 2006.
41)Xiaoming Chen,Yuk Ying Chung and Changseok Bae: “A Novel Error Detection and Copyright Protection Scheme for MPEG2 Video,”IEEE International Region Ten Conference (Tencon), 21-24 November, 2005, Melbourne, Australia (EI).
42)Yuk Ying Chung, Leo Li Fan Chen, Zeng Zheng,Xiaoming ChenandFaith Choy, “An Optimized and Adaptive Error-Resilient Coding for H.264 Video,”IEEE International Region Ten Conference (Tencon), 14-17 November, 2006, Hong Kong (EI).
43)Yuk Ying Chung, Penghao Wang,Xiaoming Chen, Changseok Bae, Ahmed Fawzi Otoom and Tech Phuoc Tran: “A Performance Comparison of High Capacity Digital Watermarking Systems,”International Conference on Knowledge-Based & Information & Engineering Systems (KES), 14-16 Sep 2005, Melbourne Australia, and volume 3681 ofLecture Notes in Artificial Intelligence (LNAI), pp. 1193 ff. Springer-Verlag (EI).
44)Yuk Ying Chung, Penghao Wang,Xiaoming Chenand Changseok Bae: “Implementation of Image Steganographic System using Wavelet Zerotree,”International Conference on Knowledge-Based & Information & Engineering Systems (KES), 14-16 Sep 2005, Melbourne Australia, and volume 3681 ofLecture Notes in Artificial Intelligence (LNAI), pp.1226 ff. Springer-Verlag (EI).
45)Y.Y.Chung, W.Chin,Xiaoming Chen, D.Shi, E.Choi, F.Chen, “Content-Based Video Retrieval System using Wavelet Transform”WSEAS Transactions on Circuits and Systems, Issue2, Vol 6, Feb 2007, ISSN 1109-2734, pp259-265.
46)Xiaoming Chen, Y.Y. Chung,F. Xu, C. Bae, “Error Detection Scheme for H.264/AVC using Error Control Coded Copyright Information”,WSEAS Transactions on Circuits and Systems, May 2006, ISSN 1109-2734, pp726-733.
47)Changseok Bae, Yuk Ying Chung,Xiaoming Chenand Penghao Wang: “Error Detection and Copyrights Protection Scheme for MPEG-2 Based on Channel Coded Watermark Signal,”International Conference on Information Technology and Applications (ICITA), 4th-7th July 2005, Sydney, Australia (EI).
48)Yuk Ying Chung andXiaoMing Chen: “The New Clustering Algorithm for Wavelet-based Image Retrieval System,”World Enformatika Conference (WEC), pp. 315-318, April 27-29, 2005, Istanbul, Turkey (EI).
49)Yuk Ying Chung andXiaoming Chen:“Evaluation of Clustering Algorithms for Image Retrieval System,”International Conference on Computational Intelligence (ICCI), Istanbul Turkey Dec 17-19, 2004, pp470-473.
50)Yuk Ying Chung, Yong Sun, PengHao Wang andXiaoming Chen: “A New E-Shopping System Using High Performance Custom Computers,”IEEE International Computer Software and Applications Conference (COMPSAC), pp. 54-55, 27-30 September 2004, Hong Kong (EI).
出版书籍或章节
1)Xiaoming Chen, Adaptive Error Concealment Algorithms for H.264/AVC Applications, 276 pages,德国LAP LAMBERT Academic Publishing出版社, ISBN-10: 3838347382, Sept., 2010. (276页，独著)
2)陈益强,王双全,陈晓明,陈志波,高文，中国工程院《中国战略性新兴产业发展报告2015》,“第七章可穿戴设备产业”, ISBN:978703042291, 2014年11月,科学出版社出版.
已授权国家发明专利：
1)一种可配置全景相机搭载装置和方，2017102781911，已授权。
2)保持相邻像素相关性的全景视频帧矩形映射方法，2017101382257，已授权。
3)基于球面环切和仿射变换的全景视频帧矩形映射方法，2017112269027，已授权。
4)一种基于视频内容元素的信息标注和关联方法、系统和设备，201510423765.0，已授权。
5)一种沉浸式环境中远程动作教学质量的自动评价方法和系统，201710326333.7，已授权。
6)一种基于智能工卡的信息管理方法、系统和设备，201510169144.4，已授权。
7)一种基于可穿戴设备的智能个人安全系统及其实现方法，201510210082.7，已授权。
学术兼职
中国计算机学会虚拟现实与可视化专委会执行委员（自2021年）
IEEE Int. Conf. on Visual Communications and Image Processing (IEEE VCIP)，TPC Member技术委员会成员（2018年）
国家发改委“十三五”新一代信息技术产业咨询报告执笔专家组成员（2014年）
2010年以来担任以下国际期刊或会议审稿人：
ACM Multimedia (full papers and short papers)
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Multimedia
IEEE Transactions on Instrumentation and Measurement
IEEE Communications
IEEE Signal Processing Letters
IEEE Virtual Reality Software and Technology (VRST)
Prof. Xiaoming Chen
Contacts
Software Engineering Dept., School of Computer and Information Engineering,
Beijing Technology and Business University, Beijing, 100048
Email:xiaoming.chen@btbu.edu.cn
Research Interests
Multimedia and Virtual Reality, Artificial intelligence, Business Information Systems, Emerging technologies-driven e-commerce systems and education systems
Education
2005-2009 Ph.D. The University of Sydney, Australia
2004-2005 M.S.in Info. Tech., The University of Sydney, Australia
2001-2003 B.S. in Info. Tech., Royal Melbourne Institute of Technology (RMIT), Australia
Visiting or Postdoctoral Experience
2010-2011 Visiting Research Scientist, CSIRO, Australia
2008-2010 Postdoctoral Research Fellow, National University of Singapore / Nanyang Technological University, Singapore
Work Experiences
2020-Current Professor, Beijing Technology and Business University, Beijing, China
2017-2020 Researcher, Institute of Advanced Technology, University of Science and Technology of China
2014-2017 Associate Researcher, Institute of Advanced Technology, University of Science and Technology of China
2014-2019 Adjunct Research Scientist, Intel Collaborative Research Institute on Mobile Networking and Computing
2012-2014 Staff Software Engineer, IBM System and Technology Group
2011-2011 Senior Research Engineer, Technicolor Research & Innovation (Thomson Research)
Teaching Courses
Programming Language and Design, Data Structure
Selected Publications
See Above
Professional Service
TPC Member, IEEE Int. Conf. on Visual Communications and Image Processing (IEEE VCIP), 2018
Member of Authoring Committee, Strategy Advisory Report for National Reform Commission’s “13th Five-Year plan”, 2014
Reviewer, ACM Multimedia (full papers and short papers)
Reviewer, IEEE Transactions on Multimedia
Reviewer, IEEE Transactions on Circuits and Systems for Video Technology
Reviewer, IEEE Transactions on Instrumentation and Measurement
Reviewer, IEEE Communications
Reviewer, IEEE Signal Processing Letters
Reviewer, IEEE Virtual Reality Software and Technology (VRST)