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计算机系

陈晓明

博士,教授,博士生导师

邮箱:xiaoming.chen (at) btbu.edu.cn

个人简历

获皇家墨尔本理工大学学士学位、悉尼大学博士学位。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。曾在新加坡国立大学、南洋理工大学从事博士后研究。

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。历任Technicolor(Thomson)公司高级研发工程师、 IBM公司高级软件工程师、Intel移动网络与计算协同研究院研究员、中国科学技术大学先进技术研究院研究员,并入选安徽省合肥市“百人计划”创新领军人才(副省级人才引进计划)。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。具有科学研究与企业研发从业背景,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。曾在悉尼大学商学院进修。

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于IEEE Transactions on Visualization and Computer Graphis (TVCG), IEEE Transactions on Image Processing (TIP), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)等国际期刊和IEEE VR, ACM Multimedia, ECCV, AAAI等国际会议。

研究方向

智能媒体计算(沉浸式多媒体计算)、虚拟现实、人工智能、沉浸式教育应用

教育经历

教育经历

2009 悉尼大学 计算机科学学院 获博士学位

2005 悉尼大学 计算机科学学院 获硕士学位

2003 皇家墨尔本理工大学 计算机科学学院 获学士学位

访学 / 博士后经历:

2010-2011 澳大利亚联邦科学院(CSIRO) Research Scientist

2008-2010 新加坡国立大学 / 南洋理工大学 博士后

工作经历

2020至今 betway88西汉姆网页 教授 博士生导师

2014-2020 中国科学技术大学先进技术研究院 研究员

2014-2019 Intel移动网络与计算协同研究院 研究员

2012-2014 IBM公司系统与科技集团 高级软件工程师

2011-2011 Technicolor (Thomson)公司研发与创新部 高级研发工程师

学术成果

代表性论文 (仅包括IEEE期刊论文 / 顶级会议论文):

1.IEEE期刊论文

1) Zeke Zexi Hu, Xiaoming Chen* (通讯作者), Vera Yuk Ying Chung, and Yiran Shen, “Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution,” IEEE Transactions on Multimedia (TMM), In Press, Jul. 2024 (CCF B中科院一区).

2) Xiaoming Chen, Zexi Hu, Guangxin Zhao, Haisheng Li, Vera Chung, and Aaron Quigley, “Video2Haptics: Converting Video Motion to Dynamic Haptic Feedback with Bio-Inspired Event Processing,” IEEE Transactions on Visualization and Computer Graphics (TVCG), pp. 1-19, Mar. 2024, doi: 10.1109/TVCG.2024.3360468 (CCF A中科院一区).

3) Qiang Qu, Hanxue Liang, Xiaoming Chen* (通讯作者), Vera Chung, and Yiran Shen, “NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods,” IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 5, pp. 2129-2139, Mar. 2024 (CCF A中科院一区).

4) Tongyu Zhang, Yiran Shen, Guangrong Zhao, Lin Wang, Xiaoming Chen, Lu Bai, and Yuanfeng Zhou, “Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras,” IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 30, no. 5, pp. 2077-2086, Mar. 2024 (CCF A中科院一区).

5) Zhicheng Lu, Xiaoming Chen* (通讯作者), Vera Chung, Weidong Cai, Yiran Shen, “EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras,” IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 29, no. 11, pp. 4546-4555, Nov. 2023 (CCF A中科院一区).

6) Qiang Qu, Xiaoming Chen* (通讯作者), Vera Chung and Weidong Cai, “LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field Space,” IEEE Transactions on Visualization and Computer Graphics (TVCG), vol. 29, no. 5, pp. 2239-2248, May 2023 (CCF A中科院一区).

7) J. Jin, Xiaoming Chen* (通讯作者), Y. Meng, X. Gong, B. Yang and V. Chung, “Deep Blind Chest X-Ray Image Quality Assessment with ROI-Guided Attention,” IEEE Multimedia (MM), vol. 30, no. 4, pp. 36-46, Oct. 2023.

8) Zexi Hu, Xiaoming Chen* (通讯作者), Henry Yeung, Yuk Ying Chung and Zhibo Chen: “Texture-enhanced Light Field Super-resolution with Spatio-Angular Decomposition Kernels,” IEEE Transactions on Instrumentation and Measurement (TIM), vol. 71, pp. 1-16, Art no. 5006616, Feb. 2022.

9) Qiang Qu, Xiaoming Chen* (通讯作者), Vera Chung and Zhibo Chen: “Light Field Image Quality Assessment with Auxiliary Learning Based on Depthwise and Anglewise Separable Convolutions,” IEEE Transactions on Broadcasting (TBC), vol. 67, no. 4, pp. 837-850, Dec. 2021 (中科院一区).

10) Zhicheng Lu, Xiaoming Chen* (通讯作者), Vera Chung and Sen Liu: “LFI-Augmenter: Light Field Image Editing with Interleaved Spatial-Angular Convolution,” IEEE Multimedia (MM), vol. 28, no. 4, pp. 84-95, 1 Oct.-Dec. 2021.

11) Henry Yeung, Junhui Hou, Xiaoming Chen* (通讯作者), 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 (TIP), Vol. 28, No. 5, pp. 2319-2330, May 2019 (CCF A中科院一区).

12) Ping Zhao, Xiaoming Chen* (通讯作者), Yuk Ying Chung and Haisheng Li: “DeLFIQE - A Low-Complexity Deep Learning-Based Light Field Image Quality Evaluator,” IEEE Transactions on Instrumentation and Measurement (TIM), vol. 70, pp. 1-11, Art no. 5014811, Aug. 2021.

13) Zexi Hu, H. W. F. Yeung, Xiaoming Chen* (通讯作者), Yuk Ying Chung and Haisheng Li: “Efficient Light Field Reconstruction via Spatio-Angular Dense Network,” IEEE Transactions on Instrumentation and Measurement (TIM), vol. 70, pp. 1-14, Art no. 5014314, Jul. 2021.

14) Jun Fu, Zhibo Chen*, Xiaoming Chen* (通讯作者), and Weiping Li: “Sequential Reinforced 360-Degree Video Adaptive Streaming with Cross-User Attentive Network,” IEEE Transactions on Broadcasting (TBC), vol. 67, no. 2, pp. 383-394, Jun. 2021 (中科院一区).

15) Jiazhi Xia, Ying He, Dao Quynh, Xiaoming Chen and Steven Chu-Hong Hoi: “Modeling and Compressing 3D Motion Data with Geometry Video”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 22, No. 1, Jan. 2012 (CCF B中科院一区).

16) 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 (TCSVT), Vol. 21, No. 3, pp. 335 – 349, Mar. 2011 (CCF B中科院一区).

17) 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 (TCE), Vol. 56, No. 4, pp. 2694 – 2701, Nov. 2010.

18) 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 (TCE), Vol. 54, No. 1, pp. 154-162, Feb. 2008.

2. 顶级会议论文

19) Tongyu Zhang, Yiran Shen, Guangrong Zhao, Lin Wang, Xiaoming Chen, Lu Bai, and Yuanfeng Zhou, “Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras,” IEEE Virtual Reality (IEEE VR), Mar. 2024, Orlando, Florida, USA (CCF A, Best Paper Award最佳论文奖).

20) Qiang Qu, Yiran Shen, Xiaoming Chen* (通讯作者), Vera Chung, Tongliang Liu, “E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning,” AAAI Conference on Artificial Intelligence (AAAI), 38(5), 4632-4640, Feb. 2024, Vancouver, Canada (CCF A).

21) Henry Yeung, Junhui Hou, Jie Chen, Yuk Ying Chung and Xiaoming 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).

22) Tianyu He, Xiaoming Chen* (通讯作者), Zhibo Chen*, Ye Li, Junhui Hou and Ying He, “Immersive and Collaborative Taichi Learning in Various VR Environments,” IEEE Virtual Reality (IEEE VR), Mar. 2017, Los Angeles, CA, USA (CCF A).

23) Dao Quynh, Ying He, Xiaoming Chen, Jiazhi Xia and Steven Chu-Hong Hoi: “CGV: Modeling 3D Articulated Motions with Conformal Geometry Videos,” ACM Multimedia (ACM MM), Full Paper, pp. 383-392, Nov. 28 – Dec. 1, 2011, Scottsdale, USA (CCF A).

24) Jiazhi Xia, Ying He, Dao Quynh, Xiaoming Chen and 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).

25) 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).

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.

授权国家发明专利:

1. 双光场图像融合方法,装置,设备及可读存储介质,202010278402.3,已授权

2. 光场图像编辑方法,装置,设备及存储介质,202010278403.8,已授权

3. 一种基于上下文感知的键盘热键提示及预测方法和系统,201810901653.5,已授权

4. 一种可配置全景相机搭载装置和方,2017102781911,已授权

5. 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

6. 一种全景图像拼接方法,201911250623.3,已授权

7. 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

8. 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

9. 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

10. 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

11. 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

奖励及其他

1. 虚拟现实顶级会议IEEE VR 2024最佳论文奖(合作论文)

2. 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)

3. 国家优秀留学生奖学金(国家留学基金委颁发)

4. 悉尼大学博士研究生奖学金

社会兼职

IEEE Virtual Reality (IEEE VR, CCF A类会议), International Program Committee (IPC) Member, 程序委员会委员 (2025年)

中国计算机学会虚拟现实与可视化专委会执行委员 (2021年至今)

IEEE Int. Conf. on Visual Communications and Image Processing (IEEE VCIP), Technical Program Committee (TPC) Member, 程序委员会成员 (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)

国际会议或期刊审稿:

IEEE Virtual Reality (IEEE VR)

ACM Multimedia (ACM MM)

ACM Virtual Reality Software and Technology (VRST)

IEEE Transactions on Image Processing

IEEE Transactions on Circuits and Systems for Video Technology

IEEE Transactions on Multimedia

IEEE Transactions on Computational Imaging

IEEE Transactions on Instrumentation and Measurement (Outstanding Reviewer 2022)

IEEE Communications

IEEE Signal Processing Letters


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 Research Scientist, CSIRO, Australia

2008-2010 Postdoctoral Research Fellow, National University of Singapore / Nanyang Technological University, Singapore

Work Experiences

2020-Current Professor, School of Computer Science and Artificial Intelligence, 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, Software Engineering, IT Professional Fundamentals, IT Professional Practice, Technical Academic Writing

Selected Publications

See Above