NeRF as Pretraining at Scale: Generalizable 3D-Aware Semantic Representation Learning from View Prediction

W Cong, H Liang, Z Fan, P Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Cross-scene generalizable NeRF models which could directly synthesize novel views using
several source views of unseen scenes are gaining prominence in the NeRF field …

[HTML][HTML] Large-Scale 3D Reconstruction from Multi-View Imagery: A Comprehensive Review

H Luo, J Zhang, X Liu, L Zhang, J Liu - Remote Sensing, 2024 - mdpi.com
Three-dimensional reconstruction is a key technology employed to represent virtual reality in
the real world, which is valuable in computer vision. Large-scale 3D models have broad …

UAV-ENeRF: Text-Driven UAV Scene Editing With Neural Radiance Fields

Y Wang, S Fang, H Zhang, H Li, Z Zhang… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
The 3-D reconstruction of unmanned aerial vehicle (UAV) scenes is vital for agriculture,
environmental protection, urban planning, and disaster response, to name a few. However …

Enhancing nerf akin to enhancing llms: Generalizable nerf transformer with mixture-of-view-experts

W Cong, H Liang, P Wang, Z Fan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Cross-scene generalizable NeRF models, which can directly synthesize novel views of
unseen scenes, have become a new spotlight of the NeRF field. Several existing attempts …