在AI领域的持续探索中，近期，由商汤科技-南洋理工大学联合AI研究中心S-Lab、上海人工智能实验室、北京大学与密歇根大学共同提出了一项突破性的AI技术——DreamGaussian4D（DG4D）。这一创新标志着四维内容生成领域的新篇章，不仅在效率上实现了显著提升，还通过巧妙的结合空间变换的显式建模与静态3D Gaussian Splatting（GS）技术，为四维内容的创造提供了前所未有的可能性。
在过去几年中，机器之心AIxiv专栏作为学术与技术内容的发布平台，已经接收并报道了超过2000篇高质量的学术与技术内容，涵盖了全球各大高校与企业的顶级实验室。这一平台在促进学术交流与传播方面发挥着关键作用，为全球科研人员提供了宝贵的资源共享与交流机会。对于希望分享自己研究成果的科研人员而言，AIxiv专栏是一个理想的投稿平台，可以通过邮箱liyazhou@jiqizhixin.com或zhaoyunfeng@jiqizhixin.com进行投稿或联系报道。
此次由潘亮博士领导的研究团队，其研究成果在AI领域内引起广泛关注。潘亮博士目前担任上海人工智能实验室的Research Scientist，此前在2020年至2023年期间，他在新加坡南洋理工大学S-Lab担任Research Fellow，师从刘子纬教授。他的研究专长涵盖了计算机视觉、3D点云和虚拟人类等领域，其研究成果在顶级会议和期刊上得到了广泛认可，谷歌学术引用超过2700次。此外，他还是计算机视觉和机器学习等领域顶级会议和期刊的审稿人，为学术界的高质量研究贡献了宝贵的力量。
DreamGaussian4D（DG4D）的提出，不仅展示了科研团队在四维内容生成技术上的创新突破，也为未来在虚拟现实、增强现实、医学影像处理、以及智能城市等领域的应用提供了强大的技术支持。这一技术的问世，预示着AI在四维内容创造领域将迎来新的发展阶段，有望为人类带来更加丰富、互动性和沉浸式的体验。
英语如下：
News Title: “Peking University and Michigan’s AI Collaboration: DG4D Innovates 4D Content Generation”
Keywords: DG4D Technology, 4D Content Generation, Joint Research Project
News Content: In the ongoing exploration of AI, a groundbreaking technology named DreamGaussian4D (DG4D) has recently been introduced by the S-Lab, a joint AI research center of SenseTime-Nanyang Technological University, Shanghai AI Lab, Peking University, and the University of Michigan. This innovation marks a new chapter in the field of 4D content generation, significantly improving efficiency and offering unprecedented possibilities for the creation of 4D content through a clever combination of explicit modeling of spatial transformations and static 3D Gaussian Splatting (GS) techniques.
Over the past few years, the AIxiv column of Machine Intelligence, a platform for publishing academic and technical content, has received and reported over 2,000 high-quality academic and technical pieces, covering leading laboratories from universities and enterprises around the world. This platform plays a crucial role in facilitating academic exchange and dissemination, providing valuable resources for global researchers. For researchers looking to share their research findings, AIxiv is an ideal submission platform, with submission or inquiries for reporting being possible through the emails liyazhou@jiqizhixin.com or zhaoyunfeng@jiqizhixin.com.
The research team led by Dr. Liang Pan, whose work has garnered significant attention in the AI field, is currently a Research Scientist at the Shanghai AI Lab. Prior to this, he served as a Research Fellow at the S-Lab at Nanyang Technological University in Singapore from 2020 to 2023, under the guidance of Professor Zhiwei Liu. His expertise spans areas such as computer vision, 3D point clouds, and virtual humans, with his research findings recognized in top conferences and journals, featuring over 2,700 Google Scholar citations. He is also a reviewer for top conferences and journals in computer vision and machine learning, contributing significantly to the high-quality research in the academic community.
The introduction of DreamGaussian4D (DG4D) showcases the innovative breakthroughs in 4D content generation technology by the research team, laying the groundwork for powerful technical support in future applications in virtual reality, augmented reality, medical image processing, and smart cities, among others. This technology heralds a new phase of development for AI in the creation of 4D content, promising to bring about more diverse, interactive, and immersive experiences for humanity.
【来源】https://www.jiqizhixin.com/articles/2024-07-08-16
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