TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels (SIGGRAPH Asia 2022)
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild. ECCV 2022.
[CVPR'24] NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild
[CVPR'25] 4DTAM: Non-Rigid Tracking and Mapping via Dynamic Surface Gaussians
⭐ Building the dynamic digital human by only using a mobile phone!
Dynamic Scenes Dataset for Visual Loop Closure Detection
Code for 4D Gaussian Splatting: a scalable, memory-efficient method for dynamic scenes enabling real-time rendering of long sequences on consumer GPUs. Features multi-optimizer training, differential batching, and per-frame PLY storage while keeping high visual fidelity . Python, PyTorch, CUDA.
Dynamic 4D Vision Reconstruction - Reconstructing dynamic 4D scenes (3D geometry + time) from 2D videos using NeRF and 3D Gaussian Splatting. Progresses from static 3D reconstruction to real-time dynamic scene rendering for spatial AI and robotics applications.
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