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DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos
Chieh Hubert Lin, Zhaoyang Lv, Songyin Wu, Zhen Xu, Thu Nguyen-Phuoc, Hung-Yu Tseng, Julian Straub, Numair Khan, Lei Xiao, Ming-Hsuan Yang, Yuheng Ren, Richard Newcombe, Zhao Dong, Zhengqin Li
A feed-forward method for real-time reconstruction of dynamic scenes from monocular video. DGS-LRM predicts deformable 3D Gaussians in a single forward pass, achieving results competitive with optimization-based methods while enabling long-range 3D object tracking.