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Wenhui Zhou

Ph.D Professor | Discipline: Post:

Graduate School: Zhejiang University

Research direction:

Email: zhouwenhui@hdu.edu.cn

Address:

Mobile phone access

Wenhui Zhou

Professor & Deputy Director, Institute of Computer Applied Technology

School of Computer Science and Technology, Hangzhou Dianzi University (HDU)

IEEE Senior Member

Professional Experience & Education

    2021.01-Present    Professor, School of Computer Science and Technology, Hangzhou Dianzi University. 

    2015.04-2016.04   Visiting Scholar, School of Computer Science and Technology, Indiana University Bloomington, USA.

    2008.09-2020.12   Associate Professor, School of Computer Science and Technology, Hangzhou Dianzi University.

    2007.10-2008.09   Assistant Professor, School of Computer Science and Technology, Hangzhou Dianzi University. 

    2005.06-2007.10   Assistant Professor & PostDoc, College of Information Science & Electronic Engineering, Zhejiang University. 

    2002.09-2005.06   Ph.D., College of Information Science & Electronic Engineering, Zhejiang University.  

Research Interests

    Research Areas: Long-term dedication to theory and applications in Artificial Intelligence and Pattern Recognition, including Image Processing, Computer Vision, Computational Photography, 3D Modeling, and Brain-Computer Interfaces (BCI).

    Key Research Projects:

    As Principal Investigator (PI): Hosted multiple national, provincial, and ministerial projects, including the National Natural Science Foundation of China (NSFC), sub-projects of the National 863 Program, Key Projects of the Natural Science Foundation of Zhejiang Province, and Priority Themes of the Major Science and Technology Projects of Zhejiang Province.

    As Technical Lead: Participated in various major national and provincial initiatives, such as the National Key R&D Program of China, National International Science and Technology Cooperation projects, and Zhejiang Province Innovation Teams.

    Awards: Recipient of two 3rd-class prizes of the Zhejiang Provincial Science and Technology Progress Award.

Academic Publications & Patents

  • Publications: Published over 30 SCI/EI-indexed papers in top-tier journals and premier conferences, including:

    Journals: IEEE TIP, IEEE TMM, IEEE TNNLS, Pattern Recognition (PR), Neurocomputing, Signal Processing, etc.

    Conferences: CVPR, ECCV, etc.

  • Patents: Over 20 authorized invention patents held.

Academic Services

Regularly serves as a peer reviewer for prestigious international journals and conferences:

Journals: IEEE TPAMI, IEEE TIP, IEEE TCI, IEEE TCSVT, Pattern Recognition (PR), Neurocomputing, etc.

Conferences: CVPR, ICCV, ECCV, NeurIPS, ACM MM, ACCV, etc.

Selected Projects:

  • National Natural Science Foundation of China. Continuous Domain Representation and Rendering and Evaluation of Dynamic Light Field for Digital-Real Fusion and Virtual-Real SymbiosisCo-Principle Investigator (2/3). Grant No. 62471437. 2025-01 to 2028-12, 510,000 RMB.

  • Key Joint Funds Program of Zhejiang Provincial Natural Science Foundation of China. Research on Perception Fusion and Autonomous Navigation Technology for Industrial Drones in Complex Mountainous Environments. Co-Principle Investigator (5/7). Grant No. LLSSZ24F020001.  2024-01 to 2026-12, 300,000 RMB. 

  • Key Scientific Research Program of Hangzhou. Multimodal Biometric Technology and Its Applications. Co-Principle Investigator (2/64). PI of HDUGrant No. 2024SZD1B01.  2024-01 to 2025-12, 3,000,000 RMB.

  • Key Scientific Research Program of Hangzhou. Deep Learning based Indigenous Intelligent High-Definition Video Processing Chip for Network Digital Applications. Co-Principle Investigator (4/59), PI of HDUGrant No. 2022AIZD0095.  2023-01 to 2025-6, ¥5,000,000 RMB.

  • Joint Funds Program of the Zhejiang Provincial Natural Science Foundation of China. Quality Evaluation and Optimization of High Dynamic Light Field Video for Medical Immersive Imaging. Principle Investigator. Grant No. LTY22F020001. 2022.1- 2024.12. 100,000 RMB.

  • National Key Research and Development Program of China. Security Risk Intelligent Perception Engine Technology for Social Governance. Co-Principle Investigator (4/25). Grant No. 2021YFC3320301. 2021.12-2024.11. 5,000,000 RMB. 

  • Zhejiang Provincial Natural Science Foundation of China. Unsupervised Learning based 3D Modeling from Multi-view Light Field Sequence. Co-Principle Investigator (2/5). Grant No. LY21F010007. 2021.1-2023.12. 100,000 RMB.

  • National Key Research and Development Program of China. Research on Key Technologies of EEG based Safe Driving Warning and Simulation Platform. Co-Principle Investigator (9/25). Grant No. 2017YFE0118200. 2019.1-2022.12. 3,910,000 RMB.

  • National High-tech Research and Development Program of China (subproject of 863 Program). Research on Light Field based True 3D Video Acquisition and Generation. Principle Investigator. Grant No. 2015AA015901. 2015.1-2018.12. 725,000 RMB.

  • Key Program of Zhejiang Provincial Natural Science Foundation of China. Research on Key Factors of 3D Multimode Bone Injury Image Registration and Fusion. Principle  Investigator. Grant No. LZ14F020003. 2014.1-2017.12. 360,000 RMB.

  • National Natural Science Foundation of China. Research on Stereo Imaging Theory and High-accuracy 3D Modeling with Binocular Plenoptic Cameras. Co-Principle Investigator (2/7). Grant No. 61102146. 2012.1-2014.12. 270,000 RMB.

  • National Natural Science Foundation of China of China: Study on Invariant Cognition Based Binocular Visual Attention. Principle Investigator. Grant No. 60902077. 2010.1-2012.12. 250,000 RMB.

  • Zhejiang Province Social Development Projects of Major Science and Technology Projects of China: Study on Multi-level Intelligent Transportation Integrated Information Network Architecture and Its Key Techniques. Principle Investigator. Grant No. 2008C13076. 2008.10-2011.12. 800,000 RMB.

  • Zhejiang Provincial Natural Science Foundation of China: Large Scale Multiple Viewpoint Reconstruction and Information Fusion for 3D Digital City Modeling. Principle Investigator. Grant No.Y1080967. 2009.1-2010.12. 80,000 RMB.


========  Some Photos of Selected Prototype Systems  ========

  • Simulation driving system based on immersive cylindrical screen projection

It uses a real "Zhidou D2S" electric vehicle as the base platform, on which all subsystems (including the accelerator pedal, brake pedal, steering wheel, gear shifting mechanism, etc.) are retained except the power subsystem. Moreover, we also install several relevant sensors and their embedded systems to obtain the operation and control signals during simulated driving. In addition, an 180° cylindrical screen projection system had been designed for immersive experience.

 

 


  • Omniview Photography System

It can accurately control the angle and position of the rotating platform and camera bracket through a computer, and provide synchronous control between the light source and the camera.

 


  • 7D Panoramic Dynamic Light Field Acquisition System

It is a large visual dome with a diameter of 10 meters and a height of 7 meters, which equipped up to 60 cameras and 2000 LED lights.

 

 


Longitudinal research
Transverse scientific research
Publications

Selected Journal Papers:


Selected Conference Papers:

Books

Chinese Invention Patents

  • Wenhui Zhou, Jinyu Liu, Qiming Wang, Ruitian Zhang, Hua Zhang, Guojun Dai. A Small Seal Script Recognition Method Based on Swin Transformer. Chinese Invention Patent. May 15, 2026. No. ZL202310198895.3.

  • Wei Fu, Xingfa Shen, Wenhui Zhou. A Quality Detection Method for Light Field Images. Chinese Invention Patent. Mar. 31, 2026. No. ZL202211603785.2.

  • Wenhui Zhou, Xiaolong Dou, Haonan Zhu, Hua Zhang, Guojun Dai. Micro-expression Sequence Recognition Method Based on Dual-Stream Vision Transformer. Chinese Invention Patent. Dec. 9, 2025. No: ZL202310062839.7.

  • Wenhui Zhou, Zhengxiong Zheng, Kaixin Wang, Yifei Lu, Zeyu Hu. A Drivable Single-view Multi-person Reconstruction Method based on Human Shape Consistency. Chinese Invention Patent. Nov. 21, 2025. No: ZL202411592527.8.

  • Wenhui Zhou, Zewei Lin, Mi Lin, Kaixin Wang, Jiahan Meng. A Super-Resolution Dynamic Neural Radiance Field Method with Hexa-Plane Feature Representation Enhancement. Chinese Invention Patent. Oct. 28, 2025. No: ZL202411725650.2.

  • Yading Jiang, Kaixin Wang, Jiahan Meng, Mengsai Jiang, Zhijia Dong, Wenhui Zhou, Hua Zhang. A Non-meteorology Object Recognition Method Based on Meteorology Feature Image Clustering and Fuzzy Fusion. Chinese Invention Patent. Oct. 21, 2025. No: ZL202411584099.4.

  • Wenhui Zhou, Qiming Wang, Jiahan Meng, Chenyu Wu, Hua Zhang, Guojun Dai. A Light Field Spatial-Angular Continuous Domain Super-Resolution Method Based on Local Neural Geometric Learning. Chinese Invention Patent. Oct. 17, 2025. No: ZL202411606722.1.

  • Wenhui Zhou, Zhengmao Yan, Lin Zhong, Nian Qu, Hua Zhang, Guojun Dai. A Transformer-Based Disparity Estimation Method for Light Field Epipolar Plane Images. Chinese Invention Patent. Aug. 26, 2025. No. ZL202310105817.4.

  • Wenhui Zhou, Yuhan Wang, Liangyan Mo, Wanzeng Kong, Guojun Dai. Temporal-Channel Cascaded Transformer for EEG Recognition. Chinese Invention Patent. Jul. 12, 2024. No: ZL202111614470.3.

  • Wenhui Zhou, Hongfei Huang, Hua Zhang, Guojun Dai, Fengfan Xu, Ronghao Shen. A Detail Information Preserving Multi-view Depth Estimation Method. Chinese Invention Patent. Apr. 9, 2024. No: ZL202110151211.5.

  • Zhan Wei, Wenhui Zhou, Hua Zhang, Hongfei Huang, Sixue Yang, Jiangwei Shi. A EEG Based Object Recognition Method. Chinese Invention Patent. Apr. 5, 2024. No: ZL202110172061.6.

  • Wenhui Zhou, Yongjie Hong, Liangyan Mo, Hua Zhang, Guojun Dai. A Self-supervised Learning Method of Light Field Depth based on Iterative Occlusion Optimization. Chinese Invention Patent. Mar. 29, 2024. No: ZL202011151995.3.

  • Wenhui Zhou, Weisheng Wang, Wei Sun, Hua Zhang, Guojun Dai. Unsupervised Monocular Visual Odometry with Decoupled Camera Pose Estimation. Chinese Invention Patent. Mar. 29, 2024. No: ZL202011151965.2.

  • Wenhui Zhou, Yuxiang Yan, Yongjie Hong, Hua Zhang, Guojun Dai. A Unsupervised Deep Learning based Light Field Depth Estimation. Chinese Invention Patent. Jun. 20, 2023. No: ZL202010581570.X.

  • Wenhui Zhou, Wei Sun, Wei Lang, Weisheng Wang, Zhengmao Yan, Hua Zhang, Yifan Wu, Guojun Dai. A Cascade Decoupled Pose Estimation. Chinese Invention Patent. Jul. 5, 2022. No: ZL202110725433.3.

  • Wenhui Zhou, Linkai Liang, Xinming Wei, Enci Zhou. Scale and Orientation Aware Convolutional Neural Network for Light Field Depth Estimation. Chinese Invention Patent. Mar. 1, 2022. No: ZL201810317425.3.

  • Wenhui Zhou, Pengfei Li, Linkai Liang, Xian Li, Yu Wang, Jiaqi Pan. A Depth Flow Estimation with Geometric Occlusion Model Light-field Camera. Chinese Invention Patent. Jul. 23, 2019. No: ZL201611262452.2.

  • Wenhui Zhou, Jiaqi Pan, Pengfei Li. A Depth Estimation Method with Cascade Occlusion Culling Filter for Light-field Camera.Chinese Invention Patent. Dec. 25, 2018. No: ZL201610828210.9.

  • Wenhui Zhou, Teng Song, Zhihai Sun, Yifan Wu, Chong Xu. A Simulated Retinal Filtering based Visual Saliency Detection Method. Chinese Invention Patent. Jul. 29, 2015. No: ZL201210560879.6.

  • Wenhui Zhou, Teng Song, Zhihai Sun, Yifan Wu, Chong Xu. A Dual-Channel Color Contrast Fusion based Visual Saliency Detection. Chinese Invention Patent. Jun. 17, 2015. No: ZL201210497332.6.

  • Wenhui Zhou, Teng Song, Zhihai Sun, Yifan Wu, Chong Xu. A Center-Surround Optimization Method for Visual Saliency Detection. Chinese Invention Patent. Apr. 22, 2015. No: ZL201210560401.3.

  • Wenhui Zhou, Teng Song, Zhihai Sun, Hua Zhang, Xuehui Wei. A Visual Saliency Detection Method Based on the Fusion of Regional Color and HoG Features. Chinese Invention Patent. Apr. 22, 2015. No: ZL201210311804.4.

  • Wenhui Zhou, Jin Jiang, Guojun Dai, Haoran Ren, Hua Zhang, Zhihai Sun, Xuehui Wei. Self-localization in 3D Dynamic Multimedia Sensor Network Based on Binocular Visual Nodes. Chinese Invention Patent. Mar. 5, 2014. No. ZL201110364395.X.

  • Wenhui Zhou, Bin Lou, Hua Zhang, Zhihai Sun, Eryong Wu, Guojun Dai. A Discriminative Visual Saliency Detection Method Based on the Gradient Orientation Histogram. Chinese Invention Patent. Mar. 15, 2013. No. ZL201010524357.1.

  • Wenhui Zhou, Bin Lou, Hua Zhang, Zhihai Sun, Eryong Wu, Guojun Dai. A Visual Saliency Detection Method Based on Weber Theorem and Center-Surround Hypothesis. Chinese Invention Patent. Sep. 19, 2012. No. ZL201110002235.0.

  • Wenhui Zhou, Bin Lou, Zhihai Sun, Hua Zhang, Xuehui Wei, Guojun Dai. An Edge Preserving Adaptive Weighted Filtering Method for Natural Scene Image. Chinese Invention Patent. Oct. 3, 2012. No. ZL201110182918.9.

  • Wenhui Zhou, Guangfei Liu. Binocular Video Synchronous Acquisition Device. Chinese Invention Patent. Oct. 5, 2011, No. ZL201010122968.3.