Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors

no code implementations • NeurIPS 2023 • Pengchong Hu, Zhizhong Han

By introducing a novel attention mechanism, we allow neural networks to directly use the depth fusion prior with the inferred occupancy as the learned implicit function.

3D Reconstruction Simultaneous Localization and Mapping