王鸿奎 副研究员

  致力于图像/视频压缩算法研究。研究工作主要包含标准视频压缩、感知视频压缩以及智能视频压缩三个方面。在标准视频压缩方面，主要研究主流编码器的压缩性能提升以及复杂度降低等相关算法，长期参与国家视音频编解码标准工作组会议；在感知视频压缩方面，主要研究图像/视频信号的恰可察觉失真模型以及感知图片/视频压缩算法，在重大国际会议、期刊发表30篇高质量学术论文；在智能视频压缩方面，主要研究基于神经网络的 压缩视频/图像质量增强、视频压缩智能环路滤波等相关技术，多次参加国际会议组织的视频/图像智能压缩挑战赛。 

1) 2010.09–2014.06， 中国计量学院， 电子信息工程， 学士，导师：卫力 

2) 2014.09–2017.06， 中国计量大学， 通信工程， 硕士，导师：殷海兵 

3) 2017.09–2021.09， 华中科技大学， 信息和通信工程，博士，导师：喻莉 

1) 2025.1-至今，杭州电子科技大学，通信工程学院， 副研究员

2) 2021.11-2024.12， 杭州电子科技大学，通信工程学院， 助理研究员

3) 2021.12-2022.12，杭州电子科技大学丽水研究院，院长助理

4）2023.01-至今，杭州电子科技大学丽水研究院，副院长

图像智能处理

[1] 国家自然科学基金委员会，面上项目，61871437，面向交互式VR视频的边缘系统低延时传输框架与策略研究，2019-2022，结题，参与

[2] 湖北省自然科学基金，2019CFA022，面向智能机器人的自主学习和自然交互，2019-2022，结题，参与

[3] 国家自然科学基金委员会, 专项项目, 62341105, 基于动态拓扑和分布式资源管理的天空地云原生网络架构与理论研究, 2023-07-01 至 2025-12-31, 250万元, 在研, 参与 

[4] 国家自然科学基金委员会, 青年科学基金项目（C类）[原青年科学基金项目], 62202134, 基于感知编码失真预测的质量自适应视频感知编码优化技术研究, 2023-01-01 至 2025-12-31, 30万元, 在研, 主持

[5] 浙江省自然科学基金, 重大项目, LD24F020007, 多模态大模型高效训练、压缩技术研究, 2024-01 至 2026-12, 35万元, 在研, 参与 

[6] 科技部, 重大项目, 2023YFB4502800, 面向智能计算的边缘存储及应用, 2024-01 至 2026-11, 2996 万元, 在研, 参与

[7] 浙江省科学技术厅, 浙江省“尖兵”“领雁”重点研发攻关计划,2023C01149, 物联网可靠安全低延时泛在网络协议研究及示范应用, 2023-01 至 2025-12, 250万元, 在研, 主持 

[8] 浙江省科学技术厅, 浙江省“尖兵”“领雁”重点研发攻关计划,2025C01035, 基于智能感知的国产8K超高清编码系统研究与应用, 2025-01 至 2026-12, 800万元, 在研, 参与 

[9] 浙江省科学技术厅, 浙江省“尖兵”“领雁”重点研发攻关计划,2025C01006, 碲镉汞红外敏感材料及高性能红外探测器研发与制造, 2025-01 至 2026-12, 750万元, 在研, 参与 

[1]新一代视频编码技术研究--中兴通讯，校企合作项目(2020年主持)

[2]无人机视频高效压缩关键技术研究（2022年主持）

[3] 基于传统/深度学习算法等智能低码率技术的研究（2023年主持）

期刊论文

一作或通讯发表期刊

[1] Hongkui Wang, Li Yu, Junhui Liang, Haibing Yin, Tiansong Li, Shengwei Wang. Hierarchical Predictive Coding Based  JND Estimation for Image Compression, IEEE Transactions on Image Processing, 2020, 30: 487-500

[2] Hongkui Wang, Shengwei Wang, Tiansong Li, Haibing Yin, Li Yu. Surprise Based JND Estimation for Images, IEEE  Signal Processing Letters, (Early Access), vol.27，pp.181-185，2019. 12 

[3] Hongkui Wang, Li Yu, Haibing Yin, Tiansong Li, Shengwei Wang, An improved DCT-based JND estimation model  considering multiple masking effects，Journal of Visual Communication and Image Representation，vol.71，pp.102850， 2020. 08.DOI: https://doi.org/10.1016/j.jvcir.2020.102850

[4] Haibing Yin, Hongkui Wang, Xiaofeng Huang, Huabing Yin. Efficient Hard-decision Quantization Using an Adaptive  Deadzone Offset Model for Video Coding, IEEE Access, vol. 7, pp. 151215-151229, 2019.10

[5] 殷海兵,王鸿奎,王忠霄，基于失真传递的时域自适应量化算法，浙江大学学报(理学版)，vol.44, no.1, 2017.

[6] Hongkui Wang, Yin Chen, Qi Ye, Zhun Li, Antong Pan, Haibing Yin, Liutao Wang, Jun Yin, Heng Jin, Li Yu, Wenyao Zhu, Xianghong Tang, JND-based multi-module cooperative perceptual optimization for HEVC, Displays: 84, 102783(2024) 

[7] Hongkui Wang, Sitong Ding, Yiyin Gu, Li Yu, Tiansong Li, Haibing Yin, Guoxiang Wang, Chenggang Yan:Transform coefficient distribution modeling based frame-level adaptive rate control for VVC. Displays 83: 102726 (2024)

[8] Guoxiang Wang, Hongkui Wang（通讯）, Hui Li, Li Yu, Haibing Yin, Haifeng Xu, Zhen Ye, Junfeng Song: A survey on just noticeable distortion estimation and its applications in video coding. J. Vis. Commun. Image Represent. 98: 104034 (2024)

[9] Bin Wan, Chengtao Lv, Xiaofei Zhou, Yaoqi Sun, Zunjie Zhu, Hongkui Wang, Chenggang Yan:

TMNet: Triple-modal interaction encoder and multi-scale fusion decoder network for V-D-T salient object detection. Pattern Recognit. 147: 110074 (2024) 

[10] Hongkui Wang, Lianmin Zhang, Li Yu, Hailang Yang, Haibing Yin, Sitong Ding, Haifeng Xu, He Wang: Learning-based JNCD prediction for quality-wise perceptual quantization in HEVC. J. Vis. Commun. Image Represent. 95: 103877 (2023) 

[11] Tingyu Hu, Haibing Yin, Hongkui Wang, Ning Sheng, Yafen Xing: Pixel-Domain Just Noticeable Difference Modeling with Heterogeneous Color Features. Sensors 23(4): 1788 (2023) 

[12] Hongkui Wang, Li Yu, Hailang Yang, Haifeng Xu, Haibing Yin, Guangtao Zhai, Tianzong Li, Zhuo Kuang: Surprise-based JND estimation for perceptual quantization in H.265/HEVC codecs. Signal Process. Image Commun. 118: 117019 (2023)

[13] Haibing Yin, Hongkui Wang,Li Yu, Junhui Liang, Guangtao Zhai.Feedforward and Feedback Modulations Based Foveated JND Estimation for Images.ACM Transactions on Multimedia Computing, Communications, and Applications2023:1-24

[14] Hongkui Wang, Sitong Ding, Yiyin Gu, Li Yu, Tiansong Li, Haibing Yin, Guoxiang Wang, Chenggang Yan:
Transform coefficient distribution modeling based frame-level adaptive rate control for VVC. Displays 83: 102726 (2024)

[15] Hongkui Wang, Yin Chen, Qi Ye, Zhun Li, Antong Pan, Haibing Yin, Liutao Wang, Jun Yin, Heng Jin, Li Yu, Wenyao Zhu, Xianghong Tang: JND-based multi-module cooperative perceptual optimization for HEVC. Displays 84: 102783 (2024)

[16] Guoxiang Wang, Hongkui Wang, Hui Li, Li Yu, Haibing Yin, Haifeng Xu, Zhen Ye, Junfeng Song: A survey on just noticeable distortion estimation and its applications in video coding. J. Vis. Commun. Image Represent. 98: 104034 (2024)

[17]  Lianmin Zhang(学生一作), Hongkui Wang, Qionghua Luo, Wei Zhang, Haibing Yin, Tiansong Li, Li Yu, Wenyao Zhu,Bayesian generation based foveated JND estimation in the DCT domain, Displays, Volume 88, 2025,

合作发表期刊

[1] Tiansong Li, Li Yu, Hongkui Wang, Zhuo Kuang. A bit allocation method based on inter-view dependency and spatio-temporal correlation for multi-view texture video coding [J]. IEEE transactions on broadcasting, 2020, 67(1):159-173.

[2] Tiansong Li, Hongkui Wang, Yamei Chen, Li Yu, et al. Fast depth intra coding based on spatial correlation and rate distortion cost in 3D-HEVC[J]. Signal Processing: Image Communication, 2020, 80: 115668.

[3] Tiansong Li, Li Yu, Hongkui Wang, Yamei Chen. Fast depth intra coding based on texture feature and spatio-temporal correlation in 3D-HEVC[J]. IET Image Processing. 2021, 15:206-217.

[4] Haibing Yin, Haoyun Yang, Xiaofeng Huang, Hongkui Wang, Chenggang Yan. Multistage all-zero block detection for HEVC coding using machine learning[J]. Journal of Visual Communication and Image Representation, 2020, 73:102945.

[5] Yamei Chen, Li Yu, Hongkui Wang, Tiansong Li, Shengwei Wang. A novel fast intra mode decision for versatile video coding[J]. Journal of Visual Communication and Image Representation, 2020, 71: 102849.

[6] Shengwei Wang, Hongkui Wang, Sen Xiang, Li Yu. Densely connected convolutional network block based autoencoder for panorama map compression[J]. Signal Processing:Image Communication, 2020,80:115678.

[7] Tiansong Li, Li Yu, Hongkui Wang, Zhuo Kuang. An efficient rate-distortion optimization method for dependent view in MV-HEVC based on inter-view dependency [J]. Signal Processing: Image Communication, 2021, 94:116166

[8] Ning Shen, Haibing Yin, Hongkui Wang, Longbin Mo, Yichen Liu, Xiaofeng Huang, Jucai Lin, Xianghong Tang:
Audio-video collaborative JND estimation model for multimedia applications. J. Vis. Commun. Image Represent. 103: 104254 (2024)

[9] Jiehua Zhang, Zhiwen Yang, Chuqiao Chen, Hongkui Wang, Tingyu Wang, Chenggang Yan, Yihong Gong:
Coplane-constrained sparse depth sampling and local depth propagation for depth estimation. Image Vis. Comput. 150: 105227 (2024)

[10] Ziyi Cao, Tiansong Li, Guofen Wang, Haibing Yin, Hongkui Wang, Li Yu:bTRRHA: A two-stream re-parameterized refocusing hybrid attention network for synthesized view quality enhancement. Displays 85: 102843 (2024)

[11] Longbin Mo, Haibing Yin, Hongkui Wang, Xiaofeng Huang, Jucai Lin, Yaguang Xie, Yichen Liu, Ning Sheng, Xianghong Tang:
A no-reference video quality assessment method with bidirectional hierarchical semantic representation. Signal  Process.  230:  109819  (2025)

[12] Sen Xiang, Dasheng Huang, Haibing Yin, Hongkui Wang, Li Yu: Single image super-resolution with channel attention and diffusion. Displays 87: 102942 (2025)

[13] Longwei Zhong, Tiansong Li, Meng Cui, Shaoguo Cui, Hongkui Wang, Li Yu: DSU-Net: Dual-Stage U-Net based on CNN and Transformer for skin lesion segmentation. Biomed. Signal Process. Control. 100: 107090 (2025)

一作会议论文

[1] Hongkui Wang, Junhui Liang, Li Yu, Yiying Gu, and Haibing Yin，Generalized Gaussian Distribution Based Distortion Model for the H.266/VVC Video Coder，VCIP，2022:1-5 2022.

[2] Hongkui Wang, Li Yu, Xiatao Tang, Haibing Yin, and Junhui Liang，A QD&JND Compensation based PVC Scheme for  HEVC，Data Compression Conference (DCC), DOI:10.1109/DCC47342.2020.00073, 2020. (CCF-B) 

[3] Hongkui Wang, Junhui Liang, Yamei Chen, Hailang Yang, Shengwei Wang, Li Yu, Ning Wang, Zhengang Li.RDO-based  Secondary Prediction Scheme for Image Compression, CVPR Workshop, 2019，pp.0-0，(Open Access，CCF-A). 

[4] Hongkui Wang, Shengju Yu, Ying Zhang, Zhuo Kuang, Li Yu. Hard-Decision Quantization Algorithm Based on Deep  Learning in Intra Video Coding, Data Compression Conference (DCC), DOI：10.1109/DCC.2019.00119, 2019. (CCF-B)

[5] Hongkui Wang, Li Yu, Shengwei Wang, Guangjing Xia, Haibing Yin. A Novel Foveated-JND Profile Based on an  Adaptive Foveated Weighting Model, IEEE Visual Communications and Image Processing (VCIP), DOI: 10.1109/VCIP.2018.8698711, 2018.12. 

[6] Hongkui Wang, Li Yu, Tiansong Li, Mengting Fan, Haibing Yin. A DCT-JND Profile for Disorderly Concealment Effect,  Pacific-Rim Conference on Multimedia (PCM), ADVANCES IN MULTIMEDIA INFORMATION PROCESSING, PT III,  pp. 188-199, 2018. (CCF-C)

[7] Hongkui Wang, Haibing Yin. A Novel Hard-decision Quantization Algorithm Based on Adaptive Deadzone Offset Model,  Pacific-Rim Conference on Multimedia (PCM), Advances in Multimedia Information Processing - PCM 2016, pp 335-345 2016. (CCF-C) 

[8] Haibing Yin, Hongkui Wang, Zhelei Xia. Coefficient-wise Deadzone Hard-decision Quantizer with Adaptive Rounding  Offset Model. Data Compression Conference (DCC), 2016, DOI: 10.1109/DCC.2016.126.(CCF-B)

合作会议论文 

[1]  Wei Peng, Li Yu, Hongkui Wang, Linear Regression Mode of Intra Prediction for Screen Content Coding, IEEE Visual  Communications and Image Processing (VCIP), 2021. 

[2] Jian Qian, Li Yu, Hongkui Wang, Distortion-based Neural Network for Compression Artifacts Reduction in VVC, IEEE  Visual Communications and Image Processing (VCIP), 2021. 

[3]  Sushu Yang, Peng Yang, Hongkui Wang, Ning Zhang, Li Yu, Just-Noticeable-Difference Based Coding and Rate Control  of Mobile 360\degree Video Streaming, IEEE Global Communications Conference, 2021

[4]  Hao Tao, Jian Qian, Li Yu, Hongkui Wang, Wenhao Zhang, Zhengang Li, Ning Wang, Xing Zeng. Post-Processing Network Based on Dense Inception Attention for Video Compression. IEEE CVPR Workshop, pp.547-551, 2020. DOI: 10.1109/CVPRW50498.2020.00072. (CCF-A) 

[5]  Hailang Yang, Hongkui Wang, Li Yu, Junhui Liang, Tiansong Li. An Adaptive Quantization Based PVC Scheme for  HEVC, Data Compression Conference (DCC), 2020. DOI:10.1109/DCC47342.2020.00071. (CCF-B) 

[6]  Shengwei Wang, Peidi Yi, Hongkui Wang, and Li Yu. Densely Connected Unit based Loop Filter for Short Video Coding,  Data Compression Conference (DCC), 2020. DOI: 10.1109/DCC47342.2020.00076. (CCF-B) 

[7]  Junhui Liang, Yamei Chen, Hongkui Wang, Hailang Yang, and Li Yu, Secondary Intra Prediction Scheme for HEVC, Data  Compression Conference (DCC), 2020. DOI: 10.1109/DCC47342.2020.00068. (CCF-B) 

[8]  Xiaoyu Xu, Jian Qian, Li Yu, Hongkui Wang, Hao Tao, Shengju Yu. Spatial-Temporal Fusion Convolutional Neural  Network for Compressed Video enhancement in HEVC, Data Compression Conference (DCC), 2020. DOI: 10.1109/DCC47342.2020.00066.(CCF-B) 

[9]  Hailang Yang, Hongkui Wang, Yamei Chen, Junhui Liang, Li Yu. Multi-weights Intra Prediction with Reference Lines,  IEEE International Conference on Image Processing (ICIP), 2019. DOI: 10.1109/ICIP.2019.8804408. (CCF-C) 

[10]  Yamei Chen, Li Yu, Tiansong Li, Hongkui Wang, Shengwei Wang, Fast CU Size Decision based on AQ-CNN for Depth  Intra Coding in 3D-HEVC, Data Compression Conference (DCC), DOI: 10.1109/DCC.2019.00073.2019. (CCF-B)

[11]  Peidi Yi, Shengwei Wang, Hongkui Wang, Li Yu, Simplified Inception Unit based Filter for HEVC, Picture Coding  Symposium (PCS), 2019. DOI: 10.1109/PCS48520.2019.8954524. 

[12]  Xiaoyu Xu, Jian Qian, Li Yu, Hongkui Wang, Xing Zeng, Zhengang Li, Ning Wang. Dense Inception Attention Neural  Network for In-Loop Filter, Picture Coding Symposium (PCS), 2019. DOI: 10.1109/PCS48520.2019.8954499. 

[13]  Hao Tao, Li Yu, Zhuo Kuang, Hongkui Wang, Xiaofeng Huang, An Extended Skip Strategy for Inter Prediction, Picture  Coding Symposium (PCS), 2019. DOI: 10.1109/PCS48520.2019.8954532. 

[14]  Tiansong Li, Li Yu, Shengwei Wang, Hongkui Wang, Simplified Depth Intra Coding Based on Texture Feature and  Spatial Correlation in 3D-HEVC, Data Compression Conference (DCC), 2017. DOI: 10.1109/DCC.2018.00074. (CCF-B)

[1] 国家自然科学基金委员会，面上项目，61871437，面向交互式VR视频的边缘系统低延时传输框架与策略研究，2019-2022，结题，参与

[2] 湖北省自然科学基金，2019CFA022，面向智能机器人的自主学习和自然交互，2019-2022，结题，参与

[3] 国家自然科学基金委员会, 专项项目, 62341105, 基于动态拓扑和分布式资源管理的天空地云原生网络架构与理论研究, 2023-07-01 至 2025-12-31, 250万元, 在研, 参与 

[4] 国家自然科学基金委员会, 青年科学基金项目（C类）[原青年科学基金项目], 62202134, 基于感知编码失真预测的质量自适应视频感知编码优化技术研究, 2023-01-01 至 2025-12-31, 30万元, 在研, 主持

[5] 浙江省自然科学基金, 重大项目, LD24F020007, 多模态大模型高效训练、压缩技术研究, 2024-01 至 2026-12, 35万元, 在研, 参与 

[6] 科技部, 重大项目, 2023YFB4502800, 面向智能计算的边缘存储及应用, 2024-01 至 2026-11, 2996 万元, 在研, 参与

[7] 浙江省科学技术厅, 浙江省“尖兵”“领雁”重点研发攻关计划,2023C01149, 物联网可靠安全低延时泛在网络协议研究及示范应用, 2023-01 至 2025-12, 250万元, 在研, 主持 

[8] 浙江省科学技术厅, 浙江省“尖兵”“领雁”重点研发攻关计划,2025C01035, 基于智能感知的国产8K超高清编码系统研究与应用, 2025-01 至 2026-12, 800万元, 在研, 参与 

[9] 浙江省科学技术厅, 浙江省“尖兵”“领雁”重点研发攻关计划,2025C01006, 碲镉汞红外敏感材料及高性能红外探测器研发与制造, 2025-01 至 2026-12, 750万元, 在研, 参与 

1) 殷海兵，王鸿奎， 李世忠，夏哲雷， 针对芯片实现的HEVC视频编码多模块优化方法和系统, 授权。

2) 殷海兵，王鸿奎，一种基于内容自适应偏移模型的视频编码硬判决量化方法, 授权。

3) 喻莉, 黎天送, 王晟玮, 王鸿奎, 一种降低立体视频深度图编码复杂度的方法，授权，

4)王鸿奎，徐海峰，王贺，陆宇，殷海兵，一种多层级多颗粒度感知编码失真预测方法，申报

5)王鸿奎，王贺，陆宇，殷海兵, 一种多层级多模块协同视频感知编码优化方法及装置，申报

[1] 2022年度通信工程学院“科研先进个人”；

[2] 2023年指导本科生参加“互联网+”，荣获省铜奖；

[3] 2024年ICPR（模式识别顶会）最佳论文奖；

[4] 2024年智能信息处理团队荣获“科研之星”；