王妙辉 Dr. Miaohui Wang
深圳大学电子与信息工程学院长聘副教授、工学博士、硕士生导师、深圳市海外高层次人才。
联系方式(Contact):
Email: mhwang@szu.edu.cn
Tel：0755－26659561
地址：深圳市南山区南海大道3688号深圳大学电子与信息工程学院N802
简介(Biography)：
王妙辉，博士（CUHK），深圳大学长聘副教授（Tenured）。他现主持的纵向科研总经费超 350 万（含国家、 省、市级项目），参与已结题的国家自然科学基金、香港 RGC-ITF基金等项目总额超过1000万人民币。申请人拥有丰富的产学研经历，在国内（2010-2011，2017-至今）、香港（2015-2017）、美国（2014-2015）都有企业工作经历。他曾获得《上海市优秀研究生成果奖》、《上海市优秀毕业生》、《深圳市海外高层次人才》等荣誉。
他现在主要从事智能视觉计算方面的研究，着力解决视频图像高维数据在受限环境下感知表达、理解及分析。以第一作者/通信作者在 IEEE T-II、T-IP、T-MI、T-CSVT、T-MM、T-GRS、T-IM、中国工程科学、IEEE CVPR、ICCV、ACM MM 等国内外顶级学术期刊和会议发表了 70 多篇同行评议论文，其中 ESI 高被引论文 2 篇。申请或授权 20 多项中国或美国专利，其中专利转化 2 项。
他现任多个国际期刊的副编辑（IEEE Access）和编委（Frontiers in Signal Processing、Frontiers in Imaging），获多媒体领域 CCF-B 会议 ICME2021 优秀审稿人，曾担任多个国际会议的分会主席，就任多个国际会议 的程序委员会。
研究兴趣 (Research Interests)：
计算机视觉与机器学习，视频内容理解与处理、医学图像分析与理解。
主持科研项目 (Projects)：
国家自然科学基金-青年项目, #61701310, 2018.01-2020.12, 28万。
广东省自然科学基金-面上项目, #2022A1515011245, 2022.01-2024.12, 10万。
广东省自然科学基金-面上项目, #2019A1515010961, 2019.10-2022.09, 10万。
海外高层次科研经费项目, 2019.01-2021.12, 270万。
深圳市自然科学基金-面上项目, #JCYJ20180305124209486, 2019.01-2021.12, 30万。
深圳市自然科学基金-稳定支持项目, #JCYJxxxx6, 2021.01-2023.12, 14万。
深圳大学-理工科基金, 2018.01-2021.12, 20万。
研究生、博士后招生 (Recruitment)：
学术型硕士：信息与通信工程；
专业型硕士：电子与通信工程；
(1) 组里现招有潜力的数学·计算机·电子信息方向的高年级[本科生]以及攻读学历的硕士[研究生]若干名，请直接联系我!
(2) 我们跟腾讯Tencent三大实验室 [AI Lab，优图，音视频(多媒体)]、华为2012媒体实验室、商汤SenseTime、旷视MEGVII、大疆DJI、阿里AI、百度爱奇艺、快手、抖音等公司有深入合作！欢迎有志于在以上一线互联网公司求职的[本科生]和[研究生]进组学习和锻炼。
要求：自控力强，编程能力强（如C++，Python, or Matlab），对科研有热情，有明确的学业规划！
主讲课程 (Teaching Courses)：
数字图像处理、数字信号处理。
获奖与荣誉 (Honors)：
深圳市海外高层次人才，2017。
上海市优秀研究生论文（及复旦大学优秀毕业论文），2012。
上海市优秀毕业生，2010
高等数学竞赛（三等奖），2006。
主要学术兼职 (Academic Service)
以下期刊、会议审稿人
IEEE Transactions on Image Processing
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Multimedia
IEEE Transactions on Broadcasting
IEEE Journal on Emerging and Selected Topics in Circuits and Systems
IEEE Access
IEEE Signal Processing Letters
IEEE Communications Letters
IET Image Processing
ACM Transactions on Multimedia Computing Communications and Applications
Elsevier Signal Processing
Elsevier Signal Processing: Image Communication
Elsevier Journal of Visual Communication and Image Representation
Springer Signal, Image and Video Processing
IET Electronics Letters
Data Compression Conference (DCC)
IEEE Picture Coding Symposium (PCS)
IEEE International Conference on Multimedia and Expo (ICME)
IEEE International Symposium on Circuits and Systems (ISCAS)
IEEE International Conference on Image Processing (ICIP)
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
IEEE Visual Communications and Image Processing (VCIP)
IEEE International Workshop on Multimedia Signal Processing (MMSP)
IEEE VCIP2018年TPC成员，IEEEICSIP2018年TPC成员
主持科研项目 (Research Projects)：
NSFC-国家自然科学基金“数据驱动的视频编码关键技术研究” （1-2020.12）
深圳大学理工科基金项目（01-2019.12）
深圳市高端人才科研启动（1-2021.12）
学术成果 (Publications)
部分期刊论文 Some Selected Journal Papers
Tian S, Wang M, Dai N, Ma H, Li L, Fiorenza L, Sun Y, Li Y. DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-stage Generative Adversarial Networks. IEEE J Biomed Health Inform. 2021 Oct 12;PP. doi: 10.1109/JBHI.2021.3119394. Epub ahead of print. PMID: 34637385.
M. Wang et al., "Quality Measurement of Screen Images via Foreground Perception and Background Suppression," in IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-11, 2021, Art no. 5014511, doi: 10.1109/TIM.2021.3103247.
Sukun Tian, Miaohui Wang, Fulai Yuan, Ning Dai, Yuchun Sun, Wuyuan Xie, Jing Qin "Efficient Computer-Aided Design of Dental Inlay Restoration: A Deep Adversarial Framework," in IEEE Transactions on Medical Imaging, vol. 40, no. 9, pp. 2415-2427, Sept. 2021, doi: 10.1109/TMI.2021.3077334.
M. Wang, X. Liu, W. Xie and L. Xu, "Perceptual Redundancy Estimation of Screen Images via Multi-Domain Sensitivities," in IEEE Signal Processing Letters, vol. 28, pp. 1440-1444, 2021, doi: 10.1109/LSP.2021.3092234.
J. Xiong, H. Gao, M. Wang, H. Li and W. Lin, "Occupancy Map Guided Fast Video-based Dynamic Point Cloud Coding," in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2021.3063501.
Miaohui Wang, Jian Xiong, Long Xu, Wuyuan Xie, King Ngi Ngan, and Jing Qin, “Rate Constrained Multiple-QP Optimization for HEVC,” IEEE Transactions on Multimedia, vol. 22, no. 6. pp. 1395-1406, 2020.
Miaohui Wang, Wuyuan Xie, Jia Zhang, and Jing Qin, “Industrial Applications of UHD Video Coding with an Optimized Super-SAO Framework,” IEEE Transactions on Industrial Informatics, doi 10.1109/TII.2020.2973733, pp. 1-11, 2020.02.
Xuebin Sun, Sukai Wang, Miaohui Wang(*), Shing shin Cheng, and Ming Liu, “An Advanced LiDAR Point Cloud Sequence Coding Scheme for Autonomous Driving,” doi 10.1145/3394171.3413537, ACM International Conference on Multimedia (MM), pp. 2793–2801, 2020.08.
Shuaiqi Liu, Lele Gao, Yu Lei, Miaohui Wang(*), Qi Hu, Xiaole Ma, and Yu-dong Zhang, “SAR Speckle Removal using Hybrid Frequency Modulations,” IEEE Transactions on Geoscience and Remote Sensing, doi 10.1109/TGRS.2020.3014130, pp.1-11, 2020.08.
Low-delay Rate Control for Consistent Quality Using Distortion-based Lagrange Multiplier, Miaohui Wang, King Ngi Ngan, and Hongliang Li – IEEE Transactions on Image Processing (TIP), vol. 25, no. 7, pp. 2943-2955, July 2016.
Perceptual sensitivity-based rate control method for high efficiency video coding, Huanqiang Zeng, Aisheng Yang, King Ngi Ngan, Miaohui Wang– Multimedia Tools and Applications (MTA), 2015.
An Efficient Frame-content based Intra Frame Rate Control for High Efficiency Video Coding，Miaohui Wang, King Ngi Ngan and Hongliang Li – IEEE Signal Processing Letters (SPL), vol. 22, no. 7, pp. 896-900, Jul 2015.
Efficient H.264/AVC Video Coding with Adaptive Transforms, Miaohui Wang, King Ngi Ngan and Xu Long – IEEE Transactions on Multimedia (TMM), Vol. 16, Issue. 4, pp. 933 – 946, Jun. 2014.
An efficient framework for image/video inpainting, Miaohui Wang, Bo Yan and King Ngi Ngan – Elsevier Signal Processing: Image Communication (SPIC), Vol. 28, Issue 7, pp. 753-762, 2013.
Lagrangian Multiplier Based Joint Three-layer Rate Control for H.264/AVC, Miaohui Wang, Bo Yan,- IEEE Signal Processing Letters (SPL),vol. 16,Issue 8, pp. 679 – 682, Aug. 2009
Adaptive Distortion-Based Intra-Rate Estimation for H.264/AVC Rate Control，Bo yan, Miaohui Wang,- IEEE Signal Processing Letters(SPL), vol. 16, Issue 3, pp. 145 – 148, Mar. 2009.
M.Wang, Y. Huang, J. Xiong, and W. Xie, “Low-light Images In-the-wild: A Novel Visibility Perceptionguided Blind Quality Indicator,” IEEE Transactions on Industrial Informatics, pp. 1–11, 2022.
M. Wang, Z. Xu, X. Liu, J. Xiong, and W. Xie, “Perceptually Quasi-Lossless Compression of Screen Content Data via Visibility Modeling and Deep Forecasting,” IEEE Transactions on Industrial Informatics, pp. 1–11, 2022.
J. Xiong, H. Gao, M. Wang *, H. Li, K. N. Ngan, and W. Lin, “Efficient Geometry Surface Coding in V-PCC,” IEEE Transactions on Multimedia, pp. 1–11, 2022.
W. Xie, Z. Kuang, and M. Wang *, “SCIFI: 3D face reconstruction via smartphone screen lighting,” Optics Express, vol. 29, no. 26, pp. 43 938–43 952, 2021.
M. Wang, W. Xie, and M. Cui, “Surface reconstruction with unconnected normal maps: An efficient mesh-based approach,” in ACM International Conference on Multimedia (MM), pp. 2617–2625, 2020.
M. Wang, W. Xie, J. Zhang, and J. Qin, “Industrial applications of ultrahigh definition video coding with an optimized supersample adaptive offset framework,” IEEE Transactions on Industrial Informatics, vol. 16, no. 12, pp. 7613–7623, 2020
M. Wang, W. Xie, X. Meng, H. Zeng, and K. N. Ngan, “UHD video coding: A light-weight learningbased fast super-block approach,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 10, pp. 3083–3094, 2019.
部分会议论文 Some Selected Conference Papers
Miaohui Wang, Wuyuan Xie, and Maolin Cui, “Surface Reconstruction with Unconnected Normal Maps: An Efficient Mesh based Approach,” doi 10.1145/3394171.3413920, ACM International Conference on Multimedia (MM), pp. 2617–2625, 2020.08.
Quality Classified Image Analysis with Application to Face Detection and Recognition, Fei Yang, Qian Zhang, Miaohui Wang, and Guoping Qiu- International Conference on Pattern Recognition (ICPR2018), pp.1-pp.6, 2018.
A Lightweight Quality Assessment of Screen Content Images using Directional Derivative Filters, Jiaxin Lin, Miaohui Wang*, and Wuyuan Xie- IEEE International Conference on Signal and Image Processing (ICSIP2018[oral]), pp.1-5, 2018.
3D Surface Enhancement from A Single Normal Map, Wuyuan Xie, Miaohui Wang, Xianbiao Qi and Lei Zhang – IEEE International Conference on Computer Vision (ICCV 2017), pp. 1-9, October 2017.
Video Compression: A Jointly Optimized Transform-Quantization Method, Miaohui Wang, Qilin Bi, and Yulong Zhu – IEEE International Conference on Signal Processing, Communications and Computing, pp. 1-4, October 2017.
Multi-color Recognition based on Neighborhood Contrast, Qilin Bi, Xiaomin Jiang, Xiaoguang Liu, Taobo Cheng, Yulong Zhu, and Miaohui Wang– IEEE International Conference on Signal Processing, Communications and Computing, pp. 1-4, October 2017.
Optimal Bit Allocation in HEVC for Real-time Video Communications, Miaohui Wangand King Ngi Ngan – IEEE International Conference on Image Processing (ICIP), pp. 2665 – 2669, 2015.
Improved Block Level Adaptive Quantization for High Efficiency Video Coding,(ISCAS2015[oral]) Miaohui Wang, King Ngi Ngan, Hongliang Li and Huanqiang Zeng – IEEE International Symposium on Circuits and Systems (ISCAS), pp. 509-512, 2015.
An efficient content adaptive transform for image/video coding, Miaohui Wangand King Ngi Ngan – IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), pp. 547-550, 2013
A rate distortion optimized transform for motion compensation residual,(PCS2013[oral]) Miaohui Wang, King Ngi Ngan and Zeng Huanqiang – Picture Coding Symposium (PCS2013), pp. 13-16, 2013
W. Xie, M. Wang *, M. Wei, J. Jiang, and J. Qin, “Surface reconstruction from normals: A robust dgp-based discontinuity preservation approach,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5328–5336, 2019.
W. Xie, T. Huang, and M. Wang *, “MNSRNet: Multimodal Transformer Network for 3D Surface Super-Resolution,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12 703–12 712, 2022.
专利 (Patents)
Advanced coding methods in super-block based video coding framework, Miaohui Wang, Yuwen He, Yan Ye and Xiaoyu Xiu, PCT/US2016/061379, Nov. 2015
王妙辉，一种电视台标的检测和判别的方法，装置及系统，申请号4
王妙辉，谢天磊，李松南，一种移动终端图像智能增强的方法及装载，申请号0
其他信息 (Misc.)
主页：https://charwill.github.io/（最新消息参见此网页）
办公室：致信楼（原信工楼）N802室
联系方式