Behind the scenes: density fields for single view reconstruction

Inferring a meaningful geometric scene representation from a single image is a fundamental problem in computer vision. Approaches based on traditional depth map prediction can only reason about areas that are visible in the image. Currently, neural radiance fields (NeRFs) can capture true 3D includi...

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Bibliographic Details
Main Authors: Wimbauer, F, Yang, N, Rupprecht, C, Cremers, D
Format: Conference item
Language:English
Published: IEEE 2023