陈晓明
博士，教授，博士生导师个人简历
陈晓明，博士，教授，博士生导师
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
主要研究领域：
多媒体与虚拟现实(VR)、人工智能(AI)；基于VR与AI的沉浸式教育、商业信息系统
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（30篇）：
1. 部分期刊论文
1) Xiaoming Chen*, Zeke Zexi Hu, Guangxin Zhao, et al., “Video Motion to Haptic Feedback with Neuromorphic Sensing,” IEEE Transactions on Visualization and Computer Graphics (TVCG), Jan., 2024, DOI: 10.1109/TVCG.2024.3360468, 已录用 (CCF A类).
2) 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), Dec. 2023, 已录用 (CCF A类).
3) 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), Dec. 2023, 已录用 (CCF A类).
4) 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类).
5) 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类).
6) 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), 2023, in press, doi: 10.1109/MMUL.2023.3300980.
7) 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.
8) 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, vol. 67, no. 4, pp. 837-850, Dec. 2021.
9) 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.
10) 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, 2021, Art no. 5014811, Aug. 2021.
11) 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, 2021, Art no. 5014314, Jul. 2021.
12) 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.
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类).
14) 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类).
15) 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类).
16) 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.
17) 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.
18) Zexi Hu, Yuk Ying Chung, Wanli Ouyang, Xiaoming Chen* (通讯作者) and Zhibo Chen: “Light Field Reconstruction using Hierarchical Features Fusion,” Expert Systems with Applications, Vol. 151, Mar. 2020.
19) 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.
20) 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.
2. 部分会议论文
21) 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, Vancouver, Feb. 2024, 已录用 (CCF A类).
22) Qiang Qu, Xiaoming Chen* (通讯作者), Vera Chung and Weidong Cai, “Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field,” IEEE Virtual Reality (IEEE VR), Oral, Mar. 2023, Shanghai, China (CCF A类).
23) Zhicheng Lu, Xiaoming Chen* (通讯作者), Vera Chung, Weidong Cai, Yiran Shen, “Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras,” IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Oral Presentation, Oct., 2023, Sydney, Australia (CCF B类).
24) 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类).
25) 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类).
26) 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类).
27) 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类).
28) 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).
29) Jun Fu, Xiaoming Chen and 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 (CCF B类).
30) L. Zhu, Z. Chen, Xiaoming Chen and Ning Liao, “Saliency & structure preserving multi-operator image retargeting," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, 2016, pp. 1706-1710 (CCF B类).
科研项目
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）
教学工作
程序设计语言，数据结构，软件工程，专业导论，专业实习，英文科技论文写作
奖励及其他
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）
悉尼大学博士研究生奖学金
社会兼职
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), 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）
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