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计算机系

陈晓明

博士,教授,博士生导师

邮箱:xiaoming.chen@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职工奖学金。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500IT企业的一线软件工程经验。历任TechnicolorThomson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,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。曾在悉尼大学商公司进修。

目前主持国家自然科学基金面上项目2、国家自然科学基金重点项目课题1、北京市自然科学基金面上项目1。代表性科研成果发表IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)IEEE Transactions on Visualization and Computer Graphis (TVCG)IEEE Transactions on Image Processing (TIP)IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)IEEE Transactions on Multimedia (TMM) 领域顶级期刊和IEEE VRISMARACM MM, WWW, ECCV, AAAI领域顶级会议

曾获2024年虚拟现实领域国际顶级会议IEEE VR最佳论文奖。同年,获中科院一区TOP期刊JHTM最佳论文奖。担任IEEE VR技术委员会委员PC Member),并受邀担任IEEE VR分会场主席Invited Session Chair)。此外,担任人工智能会议AAAI、计算机教育会议ICALT等会议技术委员会委员PC Member

联系方式:xiaoming.chen@btbu.edu.cn

研究方向:

智能媒体计算、人工智能、虚拟现实技术与沉浸式应用、沉浸式教育

教育经历

2009 悉尼大学 计算机科学公司 博士学位

2005悉尼大学 计算机科学公司 硕士学位

2003 皇家墨尔本理工大学 计算机科学公司 学士学位

访学 / 博士后经历:

2010-2011 澳大利亚联邦科公司(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 永利集团官方网站永利集团 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

获奖及人才计划:

1. 2024虚拟现实顶级会议IEEE VRCCF A类)最佳论文奖

2. 2024年中科院一区TOP期刊JHTM最佳论文奖

3. 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)

4. 国家优秀职工奖学金(国家留学基金委颁发)

5. 悉尼大学博士研究生奖学金

讲授课程:

C语言程序设计,数据结构,计算机科学前沿,英文科技论文写作,计算机专业基础,计算机专业实习

5年主持纵向项目:

1. 国家自然科学基金,面上项目,“基于仿生视觉与事件信号处理的动态沉浸式场景构建技术研究”,2026/012029/1250.0万,在,主持

2. 国家自然科学基金,面上项目,“基于动态光场视觉体验的未来沉浸式教学场景关键技术研究”,2022/012025/1261.1万,在,主持

3. 国家自然科学基金,重点项目课题,“视频内容生成与鉴别方法研究”,2021/012025/12297万(本单位承担经费89万),在,课题负责人

4. 北京市自然科学基金,面上项目,“面向未来沉浸式体验和VR应用的光场信息处理关键技术研究”,2022/012024/1220万,已结题(优秀),主持

学术成果:

代表性论文(智能媒体计算、虚拟现实技术与应用领域)

期刊论文(仅列出IEEE Transactions / ACM Transactions

1) Qiang Qu, Yiran Shen, Xiaoming Chen* (通讯作者), Yuk Ying Chung, Weidong Cai, and Tongliang Liu, “NVS-SQA: Exploring Self-Supervised Quality Representation Learning for Neurally Synthesized Scenes without References,” in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 已录用, Sept. 2025 (CCF A类,中科院一区TOP).

2) Qiang Qu, Xiaoming Chen* (通讯作者), Vera Chung, and Yiran Shen, “EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision,” in IEEE Transactions on Image Processing (TIP), vol. 33, pp. 6579-6591, Dec. 2024 (CCF A类,中科院一区TOP).

3) 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,” in IEEE Transactions on Multimedia (TMM), vol. 27, pp. 1334-1348, Dec. 2024 (CCF B类,中科院一区TOP).

4) 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), vol. 30, no. 12, pp. 7717-7735, Dec. 2024 (CCF A中科院一区TOP).

5) 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TOP).

6) 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TOP).

7) 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TOP).

8) 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TOP).

9) 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.

10) 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.

11) 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).

12) 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.

13) 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TOP).

14) 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.

15) 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.

16) 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).

17) 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TOP).

18) 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TOP).

19) 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.

20) 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.

21) Zongyou Yu, Qiang Qu, Wei Zheng, Zexi Hu, and Xiaoming Chen* (通讯作者), Vera Chung, and Yiran Shen, “Efficient Light Field Transmission via Enhanced Resampling Reconstruction and Angular Attention Estimation,” ACM Transactions on Sensor Networks (TOSN), Accepted, Online Published, https://doi.org/10.1145/3716168, Feb. 2025(CCF B).

22) Qian Zhang, Yahui Tang, Chen Wang, Xun Zhang, Xiaoming Chen* (通讯作者), and Vera Chung, “Integrating Eye-Tracking into a Reinforcement Learning Network for VR Video Ad Implantation,” ACM Transactions on Sensor Networks (TOSN), Accepted, Online Published, https://doi.org/10.1145/3744647, Jun. 2025(CCF B).

2. 顶级会议论文

23) Xiaoming Chen, Dehao Han, Qiang Qu, and Yiran Shen, “VF-Lens: Enhancing Visual Perception of Visually Impaired Users in VR via Adversarial Learning with Visual Field Attention,” IEEE Virtual Reality (IEEE VR), pp. 420-430, Mar. 2025, Saint-Malo, France (CCF A).

24) Xiaowei Dai, Baotong Qian, Qian Zhang, Xiaoming Chen* (通讯作者), and Vera Chung, “PhysGest: Transforming Static Textbook Diagrams into Physically Realistic Videos for Enhanced Physics Education”, SIGGRAPH Asia, Hong Kong, China, 2025 (CCF A).

25) Ming Li, Qiang Qu, Xiaoming Chen* (通讯作者), Longfei Han, Haisheng Li, and Yiran Shen, “EEG2Gaussian: Decoding and Visualizing Visual-Evoked EEG for VR Scenes Using 3D Gaussian Splatting,” IEEE International Symposium on Mixed and Augmented Reality (ISMAR), 2025, Daejeon, South Korea (领域顶级会议).

26) 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类, Best Paper Award最佳论文奖).

27) Shuning Zhang, Yongquan Owen Hu, Xin Yi, Suranga Nanayakkara, and Xiaoming Chen (通讯作者), IntervEEG-LLM: Exploring EEG-Based Multimodal Data for Customized Mental Health Interventions”, ACM on Web Conference (WWW), Apr. 2024, Sydney, Australia (CCF A).

28) Zongyou Yu, Qiang Qu, Qian Zhang, Nan Zhang, and Xiaoming Chen, LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised Framework”, ACM on Web Conference (WWW), Apr. 2024, Sydney, Australia (CCF A).

29) 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).

30) 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 (领域顶级会议).

31) 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).

32) 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).

33) 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).

34) 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).

2. 其它代表性论文(计算机教育、数字商科等交叉领域)

35) Baotong Qian, Qian Zhang, Xiaowei Dai, Xiaoming Chen* (通讯作者), and Vera Chung, “MagnifTeach: Enhancing Physics Education Through Event-Based Motion Magnification”, IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), Accepted, Macao, China, Dec. 2025.

36) Xiangwen Zhang, Xiaoming Chen* (通讯作者), Chen Wang, and Vera Chung,SafeRoadEdu: Enhancing Traffic Safety Education with Vision-Language Models”, IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), Accepted, Macao, China, Dec. 2025.

37) Fuwei Dong, Anran Meng, Xiaoming Chen* (通讯作者), Chen Wang and Vera Chung, “Enhanced VR Learning with Dynamic Somatosensory Feedback to Assist in Understanding the Dynamic Process of Blood Circulation”, IEEE International Conference on Advanced Learning Technologies (ICALT), Changhua, Taiwan, Jul. 2025.

38) Xiaoming Chen, Ramandeep Kaur Sandhu, Manoj A. Thomas, Tiago Oliveira, and Xiaodan Yu, “The Dual-Channel Model of Immersive Virtual Reality”, Journal of Computer Information Systems, Online Published on Jan. 2025, https://doi.org/10.1080/08874417.2024.2442442.

39) Nao Li, Leyan Li, Xiaoming Chen* (通讯作者), IpKin Anthony Wong, “Digital Destination Storytelling: Narrative Persuasion Effects Induced by Story Satisfaction in a VR Context”, Journal of Hospitality and Tourism Management, Vol. 58, pp. 184-196, 2024 (中科院一区TOP期刊,2024 Best Paper Award 最佳期刊论文奖).

40) Anran Meng, Fuwei Dong, Ming Li and Xiaoming Chen* (通讯作者), “Enhancing Gesture Perception in Learning for Prosthetic Vision with Emerging Event Cameras”, IEEE International Conference on Advanced Learning Technologies (ICALT), pp. 158-160, Nicosia, North Cyprus, Cyprus, 2024.

41) Ming Li, Anran Meng, Xiaoming Chen* (通讯作者), and Chen Wang, “Advancing Prosthetic Vision in Education with Event-driven Human Pose Estimation”, IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), In Press, Bengaluru, India, Dec. 2024.

42) Adabella Alda, Vera Chung and Xiaoming Chen* (通讯作者), “Light Field Technology Induced Variable Depth of Field for the Enhancement of Photography Learning”, IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), pp. 695-698, Hung Hom, Hong Kong, Dec. 2022.

43) 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.

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, 可穿戴设备产业”, ISBN:978703042291, 201411, 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

学术兼职

虚拟现实顶级会议IEEE VRCCF A类)程序委员会委员PC MemberIEEE VR受邀分会场主席(Invited Session Chair

人工智能学术会议AAAICCF A类)程序委员会PC Member

虚拟现实会议ICXRCCF高质量国际学术会议)程序委员会PC Member

计算机教育学术会议IEEE ICALT程序委员会PC Member

中国计算机学会虚拟现实与可视化专委会执行委员

IEEE Int. Conf. on Visual Communications and Image ProcessingIEEE VCIP程序委员会PC Member

国家发改“十三五”新一代信息技术产业咨询报告执笔专家组成员

国际会议或期刊审稿

IEEE Virtual Reality (IEEE VR)

ACM Int. Conf. on Multimedia (ACM MM)

ACM Virtual Reality Software and Technology (VRST)

IEEE Transactions on Image Processing (TIP)

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

IEEE Transactions on Multimedia (TMM)

IEEE Transactions on Computational Imaging (TCI)

IEEE Transactions on Broadcasting (TBC)

IEEE Transactions on Instrumentation and Measurement (Outstanding Reviewer 20222024)

Prof. Xiaoming Chen

Contacts

School of Computer and Artificial Intelligence,

Beijing Technology and Business University, Beijing, 100048

Email: xiaoming.chen@btbu.edu.cn

Research Interests

Intelligent Media Computing, Artificial intelligence, Virtual Reality Technology and Immersive Applications, Immersive Education

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 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)

Courses Taught

C Programming Language and Design, Data Structure, Computer Science Frontier, Scientific Academic Writing in English, Computer Science Professional Fundamentals, Computer Science Professional Practice

Selected Publications

See Above