Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation
Chenjie Cao, Jingkai Zhou, Shikai Li, Jingyun Liang, Chaohui Yu, Fan Wang, Xiangyang Xue, Yanwei Fu
2025-04-22
Summary
This paper talks about Uni3C, a new system that makes it much easier and more accurate to control both the camera and human movements when creating videos with 3D effects.
What's the problem?
The problem is that making videos with realistic camera angles and natural human movements is really hard, especially when you want everything to look smooth and believable in 3D. Most current tools either can’t handle both camera and human motion well at the same time, or they end up with awkward or unrealistic results.
What's the solution?
The researchers built Uni3C, which combines advanced 3D technology like unprojected point clouds and detailed human models called SMPL-X. This allows creators to control exactly how the camera moves and how people move in the video, all in one system, making the final videos look much more realistic and professional.
Why it matters?
This matters because it helps filmmakers, animators, and game designers produce high-quality videos with lifelike motion and camera work, opening up new creative possibilities and making advanced video production more accessible.
Abstract
Uni3C, a unified 3D-enhanced framework, improves camera and human motion control in video generation by leveraging unprojected point clouds and SMPL-X characters for robust and precise control.