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cs.CV2024★ 4 cited
Fed3DGS: Scalable 3D Gaussian Splatting with Federated Learning
Teppei Suzuki
In this work, we present Fed3DGS, a scalable 3D reconstruction framework based on 3D Gaussian splatting (3DGS) with federated learning. Existing city-scale reconstruction methods t…
cs.CV2023
Federated Learning for Large-Scale Scene Modeling with Neural Radiance Fields
Teppei Suzuki
We envision a system to continuously build and maintain a map based on earth-scale neural radiance fields (NeRF) using data collected from vehicles and drones in a lifelong learnin…