Biography

Hui Yuan (Senior Member, IEEE) received the B.E. and Ph.D. degrees in telecommunication engineering from Xidian University, Xi’an, China, in 2006 and 2011, respectively. In April 2011, he joined Shandong University, Ji’nan, China, as a Lecturer (April 2011–December 2014), an Associate Professor (January 2015-October 2016), and a Professor (September 2016). From January 2013 to December 2014, and from November 2017 to February 2018, he worked as a Postdoctoral Fellow (Granted by the Hong Kong Scholar Project) and a Research Fellow, respectively, with the Department of Computer Science, City University of Hong Kong. From November 2020 to November 2021, he worked as a Marie Curie Fellow (Granted by the Marie Skłodowska-Curie Actions Individual Fellowship under Horizon2020 Europe) with the School of Engineering and Sustainable Development, De Montfort University, Leicester, U.K. From October 2021 to November 2021, he also worked as a visiting researcher (secondment of the Marie Skłodowska-Curie Individual Fellowships) with the Computer Vision and Graphics group, Fraunhofer Heinrich-Hertz-Institut (HHI), Germany. His current research interests include 3D visual coding and communication. He served as an Area Chair for IEEE ICME 2023, ICME 2022, ICME 2021, IEEE ICME 2020, and IEEE VCIP 2020. He serves as a member of IEEE CTSoc Audio/Video Systems and Signal Processing Technical Committee (AVS TC) and APSIPA Image, Video, and Multimedia Technical Committee.


Education
  • 2006/09/01-2011/03/01
    西安电子科技大学
    通信与信息系统
  • 2002/09/01-2006/07/01
    西安电子科技大学
    通信工程
  • 1999/09/01-2002/06/01
    威海市第一中学
Professional Experience
  • 2018-12 — Now
     School of Control Science and Engineering  Shandong University 
    Professor
  • 2021-10 — 2021-11
     Computer Vision & Graphics Group  Fraunhofer HHI 
    Secondment of Marie Skłodowska-Curie Individual Fellow
  • 2020-11 — 2021-11
     School of Engineering and Sustainable Development  De Montfort University 
    Marie Curie Fellow
  • 2017-11 — 2018-2
     Department of Computer Science  City University of Hong Kong 
    Research Fellow
  • 2016-9 — 2018-12
     山东大学信息科学与工程学院 
    教授
Publication
Research direction
Papers

(1)  CATFPN: Adaptive Feature Pyramid with Scale-Wise Concatenation and Self-Attention .IEEE Trans. Circuits Syst. Video Techn. .2021

(2) 初彦翰. Neural Network-Based Reference Block Quality Enhancement for Motion Compensation Prediction .APPLIED SCIENCES-BASEL .2023 ,13 (5)

(3) 郭甜. Rate-distortion optimized quantization for geometry-based point cloud compression .Journal of Electronic Imaging .2023 ,32 (1)

(4)  PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling .IEEE Transactions on Image Processing .2022 ,31 :7389

(5) 黄文俊. Bayer图像的无损压缩算法及其硬件实现 .电子设计工程 .2022 ,30 (11):183-188

(6) 刘强. A novel context inconsistency elimination algorithm based on the optimized Dempster-Shafer evidence theory for context-awareness systems .Applied Intelligence .2022 (1)

(7) 马昕. Adaptive Deconvolution-based stereo matching Net for Local Stereo Matching .APPLIED SCIENCES-BASEL .2022 ,12 (4)

(8) 高艳博. Variable Rate Independently Recurrent Neural Network (IndRNN) for Action Recognition .Applied Sciences-Basel .2022 (3281)

(9) 元辉. Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP .IEEE Transactions on Mobile Computing .2018 ,54 (10):2334

(10) 刘祺. PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection .IEEETransactions on Circuits and Systems for Video Technology .2021 ,31 (12):4645

(11) 高艳博. A Deep Attention Model for Action Recognition from Skeleton Data .Applied Sciences-Basel .2022 ,12 (4)

(12) 姜威. 基于离散S变换和排列熵的癫痫脑电识别 .《生物医学工程学杂志》 .2017 (5期):681

(13) 任艳楠. 采用几何复杂度的室外场景图像分割和深度生成 .信号处理 .2018 (05):531

(14) 许宏吉. Human Activity Recognition Based on Gramian Angular Field and Deep Convolutional Neural Network .IEEE Access .2020 (10):199393

(15) 贾希彤. Macro-to-micro transformation model for micro-expression recognition .Journal of Computational Science .2018 (25):289

(16) 刘昊. A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds .IEEETransactions on Circuits and Systems for Video Technology .2022 ,32 (3):1564

(17) 孙国霞. Adaptive Quantization for Predicting Transform-based Point Cloud Compression .2021

(18) 元辉. Hybrid Distortion-Based Rate-Distortion Optimization and Rate Control for H.265/HEVC .IEEE TRANSACTIONS ON CONSUMER ELECTRONICS Journal .2021 ,67 (2):97

(19) 刘祺. Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression .IEEE Transactions on Image Processing .2021 ,30 :6623

(20) 许宏吉. Human activity recognition based on Gramian angular field and deep convolutional neural network .IEEE Access .2020 ,8 (10):199393

(21) 黄艳. Hierarchical Bit-Wise Differential Coding (HBDC) of Point Cloud Attributes .2021

(22) Pan, Zhaoqing. Frame-level Bit Allocation Optimization Based on Video Content Characteristics for HEVC .ACM Transactions on Multimedia Computing, Communications and Applications .2020 ,16 (1)

(23) Gu, Shuai. 3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation .IEEE Transactions on Image Processing .2019 ,29 :796

(24) Gu, Shuai. 3D Point Cloud Attribute Compression via Graph Prediction .IEEE Signal Processing Letters .2020 ,27 :176

(25) 刘昊. A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression .IEEE Transactions on Broadcasting .2020 ,66 (3):701

(26) 元辉. Single image-based head pose estimation with spherical parametrization and 3D morphing . Pattern Recognition .2020 ,103

(27) 元辉. An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP .IEEE Transactions on Broadcasting .2020 ,66 (2):251

(28) 元辉. Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos .IEEE Journal of Selected Topics in Signal Processing .2020 ,14 (1):177

(29) 许宏吉. Human Activity Recognition Based on Gramian Angular Field and Deep Convolutional Neural Network .IEEE Access .2020 ,8 :199393

(30) Hui YUAN. A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression .IEEE Transactions on Broadcasting .2020

(31) Hui YUAN. An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP .IEEE Transactions on Broadcasting .2020

(32) Hui YUAN. Single image-based head pose estimation with spherical parametrization and 3D morphing . Pattern Recognition .2020

(33) Hui YUAN. Spatial and Temporal Consistency-aware Dynamic Adaptive Streaming for 360-degree Videos .IEEE Journal of Selected Topics in Signal Processing .2020

(34) Hui YUAN. Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP .IEEE Transactions on Mobile Computing .2018 ,17 (10):2334

(35) Hui YUAN. Cooperative Bargaining Game-Based Multiuser Bandwidth Allocation for Dynamic Adaptive Streaming Over HTTP .IEEE Transactions on Multimedia .2018 ,20 (1):183

(36) Hui YUAN. Motion-Homogeneous-Based Fast Transcoding Method From H.264/AVC to HEVC .IEEE Transactions on Multimedia .2017 , 19 (7):1416

(37) Hui YUAN. End-to-End Distortion-Based Multiuser Bandwidth Allocation for Real-Time Video Transmission Over LTE Network .IEEE Transactions on Broadcasting .2017 , 63 (2):338

(38) Hui YUAN. A Region-Wised Medium Transmission Based Image Dehazing Method .IEEE Access .2017 , 5 :1735

(39) Hui YUAN. A Virtual View PSNR Estimation Method for 3-D Videos .IEEE Transactions on Broadcasting .2016 ,62 (1):134

(40) Hui YUAN. Rate Distortion Optimized Inter-View Frame Level Bit Allocation Method for MV-HEVC .IEEE Transactions on Multimedia .2015 ,17 (12):2134

(41) Hui YUAN. Interview Rate Distortion Analysis-Based Coarse to Fine Bit Allocation Algorithm for 3-D Video Coding .IEEE Transactions on Broadcasting .2014 ,60 (4):614

(42) Hui YUAN. Coding modes-based frame skip avoidance scheme for low bit rate video coding .Journal of Real-Time Image Processing .2014 ,9 (4):609

(43) Hui YUAN. A Novel Distortion Model and Lagrangian Multiplier for Depth Maps Coding .IEEE Transactions on Circuits and Systems for Video Technology .2014 ,24 (3):443

(44) Hui YUAN. 基于色度分割与图割算法的视差估计算法 .《华南理工大学学报(自然科学版)》 .2013 ,41 (2):12

(45) Hui YUAN. Coding Distortion Elimination of Virtual View Synthesis for 3D Video System: Theoretical Analyses and Implementation .IEEE Transactions on Broadcasting .2012 ,58 (4):558

(46) Hui YUAN. Affine model based motion compensation prediction for zoom .IEEE Transactions on Multimedia .2012 ,14 (4):1370

(47) Hui YUAN. Virtual view oriented distortion criterion for depth maps coding .IET Electronic letters .2012 ,48 (1):23

(48) Hui YUAN. Model-Based Joint Bit Allocation Between Texture Videos and Depth Maps for 3-D Video Coding .IEEE Transactions on Circuits and Systems for Video Technology .2011 ,21 (4):485

Research Group
Name of Research Group:
Visual Intelligent and Media Lab.
Description of Research Group:
Members:
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