Welcome to Wei GAO's Homepage!
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Wei GAO (高伟), Ph.D., IEEE Senior Member
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[Biography] [Research] [Team] [Publications] [Patents] [Teaching] [Awards] [Activities] [OpenSourceProjects] [Gallery] [Visitors]
Recent News
- [置顶！！！] 2023年9月入学北京大学申请考核制博士生（学术型），2023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），共计还有2个招生名额，请尽快联系申请！
- [置顶] 2022年和2023年入职北大博士后，2023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] 2022年和2023年入职鹏城实验室博士后，2023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！
- 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!
More in 2022 and Before
- 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 (Webpage1, Webpage2)!
- 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, JCR Q1)!
- 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, JCR Q2)!
- 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 has been focused on perception-inspired multimedia coding and processing, including both the efficient algorithms and software/hardware system implementations. His research interests include Multimedia Coding and Processing, and the related topics of Deep Learning and Artificial Intelligence. He won 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 as Associate Editor for four international journals on machine leaning and multimedia computing, including Signal Processing (Elsevier), Neural Processing Letters (Springer), IET Image Processing, 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 organized workshops and special sessions at IEEE ICME 2023, ACM MM 2022, IEEE VCIP 2022, and IEEE ICME 2021. He is a tutorial speaker for point cloud related topics at IEEE ICME 2023. He is also the leader to establish several open source projects, including OpenPointCloud (First Open Source Project for Point Cloud Coding and Processing), OpenHardwareVC (First Open Source Project for AVS3 8K Encoding Hardware), OpenAICoding, OpenCompression, OpenVision, and OpenDatasets. 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 thus 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，兼任鹏城国家实验室协同算法研究室/开源算法研究室主任，IEEE高级会员，深圳市海外高层次人才。长期从事视觉感知驱动的多媒体编码与处理研究（包括高效算法与软硬件系统）。研究方向为沉浸式与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等），主要包括：（1）多媒体编码与通信：点云与视频编码、深度学习智能编码、多媒体传输；（2）多媒体处理与分析：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（包括质量评价与显著性分割、增强复原与多维度分析（包括分类、分割、目标检测、检索和多模态学习等应用任务））；（3）深度学习与人工智能：多媒体与人工智能系统实现（包括软硬件加速器、深度神经网络轻量化与神经架构搜索、开源项目）、可解释性/分布式深度学习理论（包括大模型和预训练模型）。近年来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、TCYB、TGRS等）和高水平国际会议（如CVPR、ECCV、AAAI、ACM MM、DCC等）上80余篇，申请或授权美国/中国/PCT专利60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20余项。多篇论文入选ESI高被引论文和优秀论文奖。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（IEEE Multimedia Rising Star，全球仅4人获奖），荣获2022年CCF优秀图形开源软件提名奖、2022年深圳市科学技术协会优秀科技学术论文奖（2项）、2021年CCF-腾讯犀牛鸟优秀专利奖、2020年和2019年连续两年的CCF-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）。受邀担任四个多媒体计算与机器学习领域国际重要SCI期刊编委（Associate Editor），包括JCR一区期刊Signal Processing（Elsevier）、JCR二区期刊Neural Processing Letters（Springer）等，并同时是国际IEEE电路与系统学会视觉信号处理和通信技术委员会（IEEE CASS VSPC-TC）委员、亚太信号与信息处理协会图像、视频与多媒体技术委员会（APSIPA IVM-TC）委员、中国计算机学会多媒体技术专委会（CCF TCMM）执行委员、中国图象图形学学会多媒体专业委员会（CSIG TCMM）委员和三维视觉专业委员会（CSIG TC3DV）委员。曾于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）。曾于IEEE ICME 2023担任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。课题组与工业界有广泛的技术研发合作，并与鹏城实验室合作正在搭建和维护面向点云技术和视觉信息压缩的开源算法库，包括OpenPointCloud（首个面向点云编码与处理的开源项目）、OpenHardwareVC（首个面向AVS3 8K硬件编码器的开源项目）、OpenAICoding、OpenCompression、OpenVision、OpenDatasets等。正在带领课题组积极从事沉浸式与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。近年来作为负责人曾经或正在负责10余项国家级与省部级等重大/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1项）、深圳市基础研究项目（重点项目1项，面上项目1项）、企业委托项目（6项，与腾讯、华为、联想等公司合作）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。所指导的研究生获得国家奖学金等奖项。
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 and Communication:
Point Cloud Compression and 2D/3D/Perceptual Video Coding, AI-Based Visual Media Compression, Immersive and 3D Visual Media Communication (Point Cloud, Light Field, Panorama, Multiview/Binocular 3D Visual Media Streaming and Transmission for VR/AR)
- Multimedia Processing and Analysis:
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 Multidimensional Analysis) - Deep Learning and Artificial Intelligence:
Multimedia and AI System Implementation (HW/SW Accelerators and VLSI/Embedded Hardware Design, Light-weight Deep Neural Networks and Neural Architecture Search, Open Source Projects), Interpretable/Distributed Deep Learning (Big Models and Pre-training Models)
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Our current ongoing projects are as follows:
- Point Cloud Compression Standardization and Deep Learning Based Point Cloud Coding
- 2D/3D Video Coding Standardization and Deep Learning Based Image/Video Coding
- Immersive and 3D Visual Media Processing/Analysis and Applications (Human and Machine Perception Modeling)
Team
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Streaming Media AI (SMART) Lab
Excellent Postdoctoral Fellows, Postgraduate Students (Ph.D. and Master), and Visiting Students (Postdoc/Ph.D./Master/Undergraduate Students from other institutions) 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 (gaowei262@pku.edu.cn).
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Postdoctoral Fellow positions are opening at Peng Cheng Lab or Peking University (all the year round).
Ph.D. and Master positions are opening at Peking University (including the Joint Ph.D. Program with Peng Cheng Lab) (all the year round).
Members: Our group currently consists of: 2 Postdocs, 6 Ph.D. Students, 13 Master Students, 4 Final-year Undergraduate Students (Recruited as Master Students in 2023.9), and 2 Research Engineers.
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- 近年来，共发表学术论文80余篇。另外，在投期刊和会议论文多篇。
Patents & Standardizations
- We have filed over 60 PCT International/US/China patents in the fields of multimedia computing and AI.
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 (2 Papers)
- CCF Excellent Open Source Graphic Software Nomination Award (Webpage1, Webpage2)
- CCF-Tencent Rhino-Bird Excellent Patent Award (Webpage)
- IEEE Multimedia Rising Star (Runner Up Award) for Outstanding Early-stage Career Achievements in the Area of 3D Immersive Media Research (Webpage)
- CCF-Tencent Rhino-Bird Young Faculty Open Research Fund Recipient with Technical Standardization (Global Selection, Acceptance Rate: 12%) (Webpage)
- Outstanding Paper Award (First Prize) by Guangdong Computer Federation (First Author Paper)
- Overseas High-Caliber Personnel Award (Peacock Talent Plan) by Shenzhen Municipality
Professional Activities
Memberships:- IEEE Senior Member
- China CCF Senior Member
- 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 IET Image Processing (IET-IPR), Since 2020.6
- Associate Editor/Editorial Board Member for Electronics Letters (EL), Since 2020.7
- Guest Editor for Special Issue on 3D Point Cloud Processing and Applications at ZTE Communications, 2023
- 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)
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Visualization and Computer Graphics (TVCG)
- 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 Transactions on Cybernetics (TCYB)
- IEEE Transactions on Broadcasting (TBC)
- IEEE Transactions on Industrial Electronics (TIE)
- IEEE Transactions on Circuits and Systems I: Regular Papers (TCAS-I)
- IEEE Signal Processing Letters (SPL)
- Signal Processing (SIGPRO)
- Neurocomputing (NEUCOM)
- Information Sciences (INS)
- APSIPA Transactions on Signal and Information Processing (SIP)
- 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: First Open Source Project for Point Cloud Coding and Processing
- OpenHardwareVC: First Open Source Project for AVS3 8K Encoding Hardware
- OpenAICoding
- OpenCompression
- OpenVision
- OpenDatasets
Gallery
