NGS-Marker: Robust Native Watermarking for 3D Gaussian Splatting
Jan 2, 2026·
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1 min read
秦皓
Yukai Sun
Luyuan Chen
Mengxu Lu
Feng Zhang
Ming Kong
Zhenhong Du
Qiang Zhu
Abstract
NGS-Marker provides native watermarking for 3D Gaussian Splatting assets. Instead of relying on rendered 2D images, it embeds and detects ownership signals in the 3D domain, improving robustness when protected assets are partially reused or transformed.
Type
Publication
International Conference on Learning Representations
This work addresses ownership protection for explicit 3DGS assets, especially when rendered-image watermarking is insufficient for partial 3D infringement.
Authors
Ph.D. Student at Zhejiang University
I am a Ph.D. student in the College of Computer Science and Technology at Zhejiang University. My research focuses on spatial intelligence, 3D-AIGC, multi-agent systems, latent reasoning for VLMs, and contrastive learning, with a broader interest in building intelligent systems that connect perception, reasoning, and controllable creation in the world.
Email: haoqin@zju.edu.cn