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Wei GAO (高伟) Ph.D., IEEE Senior Member
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[Biography] [Research] [Team] [Publications] [Patents] [ReferenceMaterials] [Teaching] [Awards] [Activities] [OpenSourceProjects] [Gallery] [Visitors]
Recent News
- [置顶] 2025年和2024年入职北大博士后，2025年和2024年9月入学应届本科生保送北大信工的直博生（学术型）、硕士生（学术型），以及申请考核制博士生（学术型）、考研硕士生（学术型），欢迎联系申请加入课题组！（由于我的工作较多且时间有限，请认真准备相关申请材料！）
- [置顶] 2025年和2024年入职鹏城实验室博士后，2025年和2024年9月入学北大-鹏城实验室联合培养申请考核制博士生（学术型），欢迎联系申请加入课题组！
- [置顶] 如有意愿加入鹏城实验室担任研究型工程师从事研究与研发工作，欢迎联系申请！
- 2024/04 -- Our team was the third-place winner of the Competition for NTIRE 2024 Quality Assessment for AI-Generated Content - Track 2 Video! (Webpage)!
- 2024/04 -- As the Co-lead Guest Editor, we are releasing the Call-for-papers for Special Issue on Deep Learning-Based Data Compression in APSIPA Transactions on Signal and Information Processing (APSIPA SIP)! (Webpage)!
- 2024/03 -- 课题组撰写的《三维点云压缩技术与标准研究进展》在《中国图象图形学学会通讯》发表 (Webpage)!
- 2024/02 -- I was appointed as Associate Editor/Editorial Board Member for APSIPA Transactions on Signal and Information Processing (APSIPA SIP)!
- 2024/01 -- One paper was accepted to IEEE TCSVT!
- 2024/01 -- I will be the Tutorial Speaker for the Tutorial on Neural Network Design and Optimization for 3D Point Cloud Computing (NNPC) at IEEE IJCNN 2024!
- 2024/01 -- I will be the Tutorial Speaker for the Tutorial on Point Cloud Coding, Enhancement and Analysis: Towards Perception and Reliability (PCEA) at IEEE ICIP 2024!
- 2024/01 -- One paper was accepted to IEEE TITS!
More in 2023 and Before
- 2023/12 -- Three papers were accepted to AAAI 2024!
- 2023/11 -- One paper was accepted to IJCV!
- 2023/11 -- One paper was accepted to IEEE TIP!
- 2023/11 -- One paper was accepted to ACM TOMM!
- 2024/03 -- 课题组参与撰写中国人工智能系列白皮书《深度学习》（深度学习在三维点云技术中的应用） (Webpage)!
- 2023/09 -- One paper was accepted to IEEE TGRS!
- 2023/09 -- One paper was accepted to IEEE TIM!
- 2023/08 -- One paper was accepted to IEEE TIP!
- 2023/07 -- Five papers were accepted to ACM MM 2023!
- 2022/07 -- One paper was recognized as Popular Documents (the 50 most frequently accessed documents - July 2022) in IEEE TPAMI!
- 2023/07 -- One paper was accepted to ICCV 2023!
- 2023/05 -- I was Elevated to the grade of CSIG Senior Member!
- 2023/05 -- One paper was accepted to IEEE TCSVT!
- 2023/04 -- One paper was accepted to IEEE TNNLS!
- 2023/04 -- One paper was accepted to IEEE MultiMedia!
- 2023/02 -- One paper was accepted to CVPR 2023!
- 2023/01 -- I was Elected as the Member of Visual Signal Processing and Communications Technical Committee, IEEE Circuits and Systems Society (IEEE CASS VSPC-TC)!
- 2023/01 -- We are organizing the International Workshop on Perception-inspired Communication and Processing for Immersive and Interactive Multimedia (PCPI2M) (Webpage) at IEEE ICME 2023. Submission deadline: March 23, 2023. Welcome to submit papers!
- 2023/01 -- Two papers were accepted to IEEE TCSVT!
- 2022/12 -- I will be the Tutorial Speaker for the Tutorial on 3D Point Cloud Compression and Processing for Multi-dimensional Applied Perception (PCP-MAP) at IEEE ICME 2023!
- 2022/12 -- One paper was accepted to IEEE TPAMI!
- 2022/12 -- Two papers received the Shenzhen Excellent Research Paper Award in Science and Technology!
- 2022/10 -- One paper was accepted to IEEE TGRS!
- 2022/09 -- 作为负责人的“基于视觉感知的三维点云编码关键技术研究”项目获得国家自然科学基金面上项目资助!
- 2022/08 -- We received the 2022 CCF Excellent Open Source Graphic Software Nomination Award!
- 2022/07 -- One paper was accepted to ECCV 2022 (Top Conference)!
- 2022/06 -- Three papers were accepted to ACM MM 2022 (CCF A)!
- 2022/06 -- One paper was accepted to IEEE TCSVT!
- 2022/06 -- One paper was accepted to IEEE TNNLS!
- 2022/05 -- One paper was accepted to ACM TOMM!
- 2022/05 -- One paper was recognized as Popular Documents (the 50 most frequently accessed documents - April 2022) in IEEE TCSVT!
- 2022/05 -- We are organizing the Special Session on 3D Point Cloud Acquisition, Processing and Communication (3DPC-APC) at IEEE VCIP 2022 (Webpage). Submission deadline: June 5, 2022. Welcome to submit papers!
- 2022/04 -- One paper was accepted to IEEE TCSVT!
- 2022/04 -- One paper was accepted to ACM TOMM!
- 2022/04 -- I was Elevated to the grade of CCF Senior Member!
- 2022/04 -- We are organizing the International Workshop on Advances in Point Cloud Compression, Processing and Analysis (APCCPA) at ACM MM 2022 (Webpage). Submission deadline: July 4, 2022. Welcome to submit papers!
- 2022/03 -- One paper was accepted to IEEE TMM!
- 2022/03 -- One paper was accepted to CVPR 2022 (CCF A)!
- 2022/02 -- I was Elevated to the grade of IEEE Senior Member!
- 2022/02 -- One paper was accepted to IEEE TII!
- 2022/01 -- I was appointed as Associate Editor/Editorial Board Member for Signal Processing (Elsevier SIGPRO)!
- 2022/01 -- I was Elected as the Member of Image, Video, and Multimedia Technical Committee, Asia-Pacific Signal and Information Processing Association (APSIPA IVM-TC)!
- 2021/12 -- One paper was accepted to DCC 2022!
- 2021/12 -- One paper was accepted to ACM TOMM!
- 2021/12 -- One paper was accepted to AAAI 2022 (CCF A)!
- 2021/07 -- I received the 2021 IEEE Multimedia Rising Star (Runner Up Award) for Outstanding Early-stage Career Achievements in the Area of 3D Immersive Media Research!
- 2021/07 -- One paper was accepted to IEEE TCSVT!
- 2021/07 -- One paper was accepted to IEEE SPL!
- 2021/07 -- One paper was accepted to ACM MM 2021 (CCF A)!
- 2021/06 -- I was appointed as Associate Editor/Editorial Board Member for Neural Processing Letters (Springer NEPL)!
- 2021/05 -- One paper was accepted to IEEE TCSVT!
- 2021/05 -- One paper was accepted to IEEE TMM!
- 2021/05 -- One paper was accepted to IEEE TII!
- 2021/03 -- One paper was accepted to ACM TOMM!
- 2021/02 -- We are organizing the International Workshop on Quality of Experience in Interactive Multimedia (QoEIM) at IEEE ICME 2021 (Webpage). Submission deadline: March 13, 2021. Welcome to submit papers!
Biography
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Dr. Wei GAO is an Assistant Professor/Researcher/Ph.D. Supervisor with the School of Electronic and Computer Engineering, Shenzhen Graduate School, Peking University (PKU), Shenzhen, China. His research interests include Multimedia Coding and Processing (image/video, point cloud, light field, etc.), and the related topics of Deep Learning and Artificial Intelligence. He has published over 120 international journal and conference papers. He was a recipient of the 2021 IEEE Multimedia Rising Star (Runner Up Award) for Outstanding Early-stage Career Achievements in the Area of 3D Immersive Media Research. He is currently serving or has served as Associate Editor for several international journals on multimedia computing and machine leaning, including Signal Processing, Neural Processing Letters, APSIPA Transactions on Signal and Information Processing, IET Image Processing, IET Electronics Letters. He is also an Elected Member of Visual Signal Processing and Communications Technical Committee, IEEE Circuits and Systems Society (IEEE CASS VSPC-TC), and an Elected Member of Image Video and Multimedia Technical Committee, Asia-Pacific Signal and Information Processing Association (APSIPA IVM-TC). He has been the Guest Editor for Special Issue on Deep Learning-Based Data Compression in APSIPA Transactions on Signal and Information Processing, and Special Issue on 3D Point Cloud Processing and Applications in ZTE Communications. He has organized workshops and special sessions at IEEE ICME 2023, ACM MM 2022, IEEE VCIP 2022, and IEEE ICME 2021. He has been the tutorial speaker for point cloud related topics at IEEE IJCNN 2024, IEEE ICIP 2024 and IEEE ICME 2023. He has been the leader to establish several open source projects, including OpenPointCloud (Open Source Project for Point Cloud Coding and Processing), OpenHardwareVC (Open Source Project for AVS3 8K Encoding Hardware), OpenAICoding (Open Source Project for Learning-based Image/Video Coding), OpenCompression (Open Source Project for Visual Media Compression Optimization), OpenVision (Open Source Project for Computer Vision), and OpenDatasets (Large-scale Datasets for Multimedia Computing and AI). He is now leading an active research team working on advanced technologies of immersive and 3D visual media processing. The research team endeavors to improve the visual experience and industrial applications of immersive and 3D visual media, and boost the advancements of emerging and future multimedia and visual information processing technology. He is a Senior Member of IEEE.
- 高伟，博士，北京大学信息工程学院助理教授/研究员/博士生导师，北京大学视频与视觉技术国家工程研究中心深圳分室成员，兼任鹏城实验室协同算法研究室/开源算法研究室主任，IEEE/CCF/CSIG Senior Member，广东省青年拔尖人才、深圳市孔雀计划高层次人才。长期从事视觉感知驱动的多媒体编码与处理、深度学习与人工智能领域的研究，特别是沉浸式与3D视觉媒体信息处理技术（包括点云、光场、全景、多视点/双目3D、NeRF/3D Gaussian Splatting、网格等）。研究方向主要包括：（1）多媒体编码：面向人机感知共友好的多媒体编码（三维点云、图像视频）、深度学习智能编码、多媒体通信与传输；（2）多媒体处理：点云处理与分析、图像/视频处理与分析、沉浸式与3D视觉媒体处理与分析（质量评价与显著性分割、增强复原与机器分析、多模态融合）；（3）深度学习与人工智能：多模态大模型/AIGC生成式人工智能/具身智能/可信人工智能技术（高效性/鲁棒性/可靠性/安全性）、深度网络轻量化与软硬件实现、开源项目。主要科研成果发表在相关领域高水平国际期刊（如IEEE TPAMI、TIP、TCSVT、TMM、TNNLS、TGRS和IJCV等）和高水平国际会议（如CVPR、ICCV、ECCV、AAAI、ACM MM等）上120余篇。多篇论文入选ESI高被引论文和优秀论文奖（2篇论文入选ESI高被引，6篇论文获得优秀论文奖）。发表点云领域英文学术专著1部。申请或授权美国/中国/PCT专利90余项，积极参与多媒体与人工智能技术的标准制定工作并提交技术提案40余项。参与《中国标准 信息技术 高效图形数据编码 第2部分：点云》、《中国标准 信息技术 高效图形数据编码 第3部分：点云主观质量评价方法》团体标准立项。参与2023年中国人工智能系列白皮书《深度学习》编写工作。由于在3D沉浸式媒体方面的研究荣获2021年IEEE多媒体学术新星奖项，荣获2022年中国计算机学会优秀图形开源软件奖项、2023年和2022年深圳市科学技术协会优秀科技学术论文奖（共4项）、2021年中国计算机学会-腾讯犀牛鸟优秀专利奖、2020年和2019年连续两年的中国计算机学会-腾讯犀牛鸟基金及技术标准化研究、2019年广东省计算机学会优秀论文一等奖（第1作者论文）。正在或曾经担任多个多媒体计算与机器学习领域国际重要SCI期刊副编辑（Associate Editor），包括Signal Processing、Neural Processing Letters、APSIPA Transactions on Signal and Information Processing等。担任国际IEEE电路与系统学会视觉信号处理和通信技术委员会委员（IEEE CASS VSPC-TC）、亚太信号与信息处理协会图像视频与多媒体技术委员会委员（APSIPA IVM-TC）、中国计算机学会多媒体技术专委会执行委员（CCF TCMM）、中国图象图形学学会多媒体专业委员会委员（CSIG TCMM）和三维视觉专业委员会委员（CSIG TC3DV）。担任APSIPA Transactions on Signal and Information Processing、ZTE Communications上深度学习数据压缩、点云处理与应用专题（Special Issue）的客座编委（Guest Editor）。在IEEE ICME 2023、ACM MM 2022、IEEE VCIP 2022和IEEE ICME 2021会议上组织过交互式媒体质量评价、点云编码与处理等领域的研讨会（Workshop）和专题会议（Special Session）。担任IEEE IJCNN 2024、IEEE ICIP 2024、IEEE ICME 2023点云相关主题的讲习班（Tutorial）讲者。国家自然科学基金、广东省与深圳市项目评审专家。担任多个国际顶级期刊IEEE TIP、TVCG、TCSVT、TMM、TNNLS、TCYB等以及国际重要学术会议CVPR、ECCV、AAAI、ACM MM、IJCAI等的审稿人，多个国际学术会议程序委员会委员与组织方等。课题组搭建和维护多个重要开源项目，包括OpenPointCloud（点云编码与处理开源库）、OpenHardwareVC（AVS3 8K硬件编码器开源库）、OpenAICoding（多平台支持的深度学习图像视频编码开源库）、OpenCompression（视觉媒体压缩开源库）、OpenVision（计算机视觉开源库）、OpenDatasets（多媒体计算与人工智能领域的大规模特色数据集系列开源库）等。正在带领课题组（多媒体计算与智能实验室，MMCAL）积极从事沉浸式与3D视觉媒体处理技术研究。课题组致力于提升沉浸式与3D视觉媒体的观看体验与工业应用，促进新兴与未来多媒体与视觉信息处理技术发展（重要应用领域包括三维视觉技术支持的可靠无人系统/自动驾驶/自主导航、沉浸式媒体感知技术支持的虚拟现实/增强现实等）。作为负责人曾经或正在负责10余项国家级与省市级重要科研项目，包括科技部国家重点研发计划项目/课题（2项）、国家自然科学基金项目/课题（重点项目课题1项，面上项目1项，青年项目1项）、广东省自然科学基金项目（面上项目2项）、深圳市基础研究项目（重点项目1项，面上项目2项）等。作为研究骨干参与国家自然科学基金项目（3项）、香港研究资助局优配研究基金项目（1项）、香港创新科技署项目（1项）等。课题组与工业界有广泛的技术研发合作，承担多项企业委托项目（腾讯、华为、联想等），推动相关技术应用和落地。所指导的研究生获得国家奖学金、北京市优秀毕业生、北京大学优秀毕业生、北京大学三好学生标兵等荣誉。
Research
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My research interests focus on Multimedia Coding and Processing, and the related topics of Deep Learning and Artificial Intelligence.
- Multimedia Coding:
3D Point Cloud Compression, Image/Video Coding, AI-Based and Perception-Inspired Visual Media Compression (Immersive and 3D Visual Media: Point Cloud, Light Field, Panorama, Multiview/Binocular 3D)
- Multimedia Processing:
3D Point Cloud Processing and Analysis, Image/Video Processing and Analysis, Immersive and 3D Visual Media Processing and Analysis (Quality Assessment and Saliency Segmentation, Enhancement/Restoration and Machine Analysis, Multimodal Fusion) - Deep Learning and Artificial Intelligence:
Multimodal Foundation Model/AIGC/Embodied AI/Trustworthy AI (Efficiency/Robustness/Reliability/Security), Light-weight Deep Neural Networks and Software/Hardware Implementation, Open Source Projects
Team
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Multimedia Computing and AI Lab (MMCAL)
Excellent Postdoctoral Fellows, Postgraduate Students (Ph.D. and Master), and Visiting Students (Postdoc/Ph.D./Master/Undergraduate Students) are welcome to join our team to work on exciting Multimedia Computing and Artificial Intelligence related topics.
Please feel free to send your CV and the supporting documents (certificates and transcripts) to the email.
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Postdoctoral Fellow positions are opening at Peking University and Peng Cheng Laboratory (all the year round).
Ph.D. and Master positions are opening at Peking University (including the Joint Ph.D. Program with Peng Cheng Laboratory) (all the year round).
Members: Our group currently consists of 3 Postdocs, 7 Ph.D. Students, 14 M.Phil. Students, 4 Undergraduate Students (Recruited as M.Phil. Students in Sept. 2024), and 2 Research Engineers.
Publications |
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- 发表学术论文120余篇。另外，在投期刊和会议论文多篇。
Patents & Standardizations
- We have filed more than 90 PCT International/US/China patents in the fields of multimedia computing and AI, and have submitted more than 40 standard proposals.
Reference Materials
- We have edited one reference book: Point Cloud Compression: Technologies and Standardization, Springer Nature, 2024.
Teaching
- I am teaching the following courses for postgraduate students (Ph.D. & MPhil) at Peking University:
- 3D Vision & Computational Photography (Fall Semester)
- Selected Topics in Advanced Video Processing (Spring Semester)
Awards
- Shenzhen Excellent Research Paper Award in Science and Technology (4 Papers)
- CCF Excellent Open Source Graphic Software Nomination Award
- CCF-Tencent Rhino-Bird Excellent Patent Award
- IEEE Multimedia Rising Star (Runner Up Award) for Outstanding Early-stage Career Achievements in the Area of 3D Immersive Media Research
- CCF-Tencent Rhino-Bird Young Faculty Open Research Fund Recipient with Technical Standardization
- Outstanding Paper Award (First Prize) by Guangdong Computer Federation (First Author Paper)
- Youth Top-notch Talent by Guangdong Province
- Peacock Plan High-Caliber Talent by Shenzhen City
Professional Activities
Memberships:- Senior Member of IEEE
- Senior Member of China CCF/CSIG
- Elected Member, Visual Signal Processing and Communications Technical Committee, IEEE Circuits and Systems Society (IEEE CASS VSPC-TC), Since 2023.1
- Elected Member, Image Video and Multimedia Technical Committee, Asia-Pacific Signal and Information Processing Association (APSIPA IVM-TC), Since 2022.1
- Elected Executive Member, CCF Technical Committee on Multimedia Technology (CCF TCMM), Since 2022.7
- Elected Member, CSIG Technical Committee on Multimedia (CSIG TCMM), Since 2022.7
- Elected Member, CSIG Technical Committee on 3D Vision (CSIG TC3DV), Since 2022.12
- Associate Editor/Editorial Board Member for Signal Processing (Elsevier SIGPRO), Since 2022.1
- Associate Editor/Editorial Board Member for Neural Processing Letters (Springer NEPL), Since 2021.6
- Associate Editor/Editorial Board Member for APSIPA Transactions on Signal and Information Processing (APSIPA SIP), Since 2024.2
- Associate Editor/Editorial Board Member for IET Image Processing (IET IPR), 2020.6-2023.6
- Associate Editor/Editorial Board Member for IET Electronics Letters (IET EL), 2020.7-2023.6
- Guest Editor (Co-lead) for Special Issue on Deep Learning-Based Data Compression in APSIPA Transactions on Signal and Information Processing, 2024
- Guest Editor for Special Issue on 3D Point Cloud Processing and Applications in ZTE Communications, 2023
- Tutorial Speaker, Tutorial on Neural Network Design and Optimization for 3D Point Cloud Computing (NNPC) at IEEE IJCNN 2024
- Tutorial Speaker, Tutorial on Point Cloud Coding, Enhancement and Analysis: Towards Perception and Reliability (PCEA) at IEEE ICIP 2024
- Tutorial Speaker, Tutorial on 3D Point Cloud Compression and Processing for Multi-dimensional Applied Perception (PCP-MAP) at IEEE ICME 2023
- Lead Organizer, International Workshop on Perception-inspired Communication and Processing for Immersive and Interactive Multimedia (PCPI2M) at IEEE ICME 2023 (Webpage)
- Lead Organizer, Special Session on 3D Point Cloud Acquisition, Processing and Communication (3DPC-APC) at IEEE VCIP 2022 (Webpage)
- Lead Organizer, International Workshop on Advances in Point Cloud Compression, Processing and Analysis (APCCPA) at ACM MM 2022 (Webpage)
- Organizer, International Workshop on Quality of Experience in Interactive Multimedia (QoEIM) at IEEE ICME 2021 (Webpage)
- Competition Chair, Local Arrangement Committee, International Joint Conferences on Artificial Intelligence (IJCAI) 2023
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Transactions on Multimedia (TMM)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
- IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS)
- IEEE Transactions on Cybernetics (TCYB)
- IEEE Transactions on Broadcasting (TBC)
- IEEE Transactions on Visualization and Computer Graphics (TVCG)
- IEEE Transactions on Industrial Electronics (TIE)
- IEEE Transactions on Industrial Informatics (TII)
- IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I)
- IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II)
- IEEE Signal Processing Letters (SPL)
- International Journal of Computer Vision (IJCV)
- Signal Processing (SIGPRO)
- Neurocomputing (NEUCOM)
- Information Sciences (INS)
- Signal Processing: Image Communication (SPIC)
- APSIPA Transactions on Signal and Information Processing (APSIPA SIP)
- International Journal of Applied Earth Observation and Geoinformation (JAG)
- IET Image Processing (IET IPR)
- IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)
- European Conference on Computer Vision (ECCV)
- AAAI Conference on Artificial Intelligence (AAAI)
- International Joint Conferences on Artificial Intelligence (IJCAI)
- ACM International Conference on Multimedia (ACM MM)
- IEEE International Conference on Multimedia and Expo (ICME)
- IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- IEEE International Conference on Visual Communication and Image Processing (VCIP)
- International Conference on Pattern Recognition (ICPR)
- Picture Coding Symposium (PCS)
Open Source Projects
- Open source projects on OpenI platform:
- OpenPointCloud (Open Source Project for Point Cloud Coding and Processing)
- OpenHardwareVC (Open Source Project for AVS3 8K Encoding Hardware)
- OpenAICoding (Open Source Project for Learning-based Image/Video Coding)
- OpenDatasets (Large-scale Datasets for Multimedia Computing and AI)
- OpenCompression (Open Source Project for Visual Media Compression Optimization)
- OpenVision (Open Source Project for Computer Vision)
Gallery
