陳曉明（教授）檢視原始碼討論檢視歷史
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陳曉明，男，北京工商大學教授。
目錄
人物簡歷
教育經歷
2005-2009 悉尼大學（U.S. News世界排名28） 計算機科學學院 博士
2004-2005 悉尼大學（U.S. News世界排名28） 計算機科學學院 碩士
2001-2003 皇家墨爾本理工大學 計算機學院 學士
訪學經歷
2010-2011 澳大利亞聯邦科學院(CSIRO) 訪問科學家
2008-2010 新加坡國立大學/南洋理工大學 (U.S. News世界排名29/33）博士後
工作經歷
2020至今 北京工商大學 教授
2014-2020 中國科學技術大學先進技術研究院 副研究員、研究員
2014-2019 Intel移動網絡與計算協同研究院 研究員（兼）
2012-2014 IBM公司System Technology Group 高級軟件工程師
2011-2011 Technicolor Research & Innovation (Thomson Research) 高級研發工程師
研究興趣
多媒體與虛擬現實(VR)、人工智能(AI)、基於VR與AI的商業信息系統、[[遠程教育]。
講授課程
程序設計語言，數據結構，軟件工程，專業實習，專業導論
科研項目
主持國家自然科學基金面上項目1項（61.1萬）
承擔國家自然科學基金重點項目合作項目1項（89.1萬）
主持北京市自然科學基金面上項目1項（20萬）
學術成果
論文
1. 影響因子 > 2.50 期刊論文
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, 影響因子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 (影響因子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 (影響因子4.016).
4) Zexi Hu, Henry Yeung, Xiaoming Chen* (通信作者), Yuk Ying Chung and 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 (影響因子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. (影響因子5.633).
6) Jun Fu, Xiaoming Chen*, Zhizheng Zhang and 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 (影響因子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 (影響因子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 (影響因子10.856, 中科院Top期刊, CCF A類).
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 (影響因子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 (影響因子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 (影響因子2.757).
12) 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, Vol. 22, No. 1, Jan. 2012 (影響因子4.685, 中科院Top期刊, CCF B類).
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 (影響因子4.685, 中科院Top期刊, CCF B類).
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 (影響因子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 (影響因子2.947).
會議論文
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類).
17) 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類).
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類).
19) 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類).
20) 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類).
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類).
其它EI論文
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, and Xiaoming 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 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 (EI, CCF B類).
25) Shilin Wu，Zhibo Chen, Ning Liao and Xiaoming 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 and Xiaoming 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 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 (EI, CCF B類).
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 Chen and 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 Chen and 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類).
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 on Multimedia and Expo. (ICME), 2nd -5th July 2007, Beijing, China (EI, CCF B類).
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 of Lecture Notes in Computer Science (LNCS), pp. 815-820 Springer-Verlag (EI).
35) Yuk Ying Chung, Xiaoming Chen and 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 Chen and 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 Chen and Faith 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 of Lecture Notes in Artificial Intelligence (LNAI), pp. 1193 ff. Springer-Verlag (EI).
44) Yuk Ying Chung, Penghao Wang, Xiaoming Chen and 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 of Lecture 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 Chen and 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 and XiaoMing 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 and Xiaoming 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 and Xiaoming 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).
出版書籍或章節
1) Xiaoming Chen, Adaptive Error Concealment Algorithms for H.264/AVC Applications, 276 pages, 德國LAP LAMBERT Academic Publishing出版社, ISBN-10: 3838347382, Sept., 2010. (276頁，獨著)
2) 陳益強, 王雙全, 陳曉明, 陳志波, 高文，中國工程院《中國戰略性新興產業發展報告2015》, 「第七章 可穿戴設備產業」, ISBN:978703042291, 2014年11月, 科學出版社出版.
授權國家發明專利
1) 一種可配置全景相機搭載裝置和方，2017102781911，已授權。
2) 保持相鄰像素相關性的全景視頻幀矩形映射方法，2017101382257，已授權。
3) 基於球面環切和仿射變換的全景視頻幀矩形映射方法，2017112269027，已授權。
4) 一種基於視頻內容元素的信息標註和關聯方法、系統和設備，201510423765.0，已授權。
5) 一種沉浸式環境中遠程動作教學質量的自動評價方法和系統，201710326333.7，已授權。
6) 一種基於智能工卡的信息管理方法、系統和設備，201510169144.4，已授權。
7) 一種基於可穿戴設備的智能個人安全系統及其實現方法，201510210082.7，已授權。
學術兼職
中國計算機學會虛擬現實與可視化專委會執行委員（自2021年）
IEEE Int. Conf. on Visual Communications and Image Processing (IEEE VCIP) ，TPC Member 技術委員會成員（2018年）
國家發改委「十三五」新一代信息技術產業諮詢報告執筆專家組成員（2014年）
2010年以來擔任以下國際期刊或會議審稿人：
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)[1]