Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Addressing the Shape-Radiance Ambiguity in View-Dependent Radiance
  Fields   We present a method for handling view-dependent information in radiance
fields to help with convergence and quality of 3D reconstruction. Radiance
fields with view-dependence suffers from the so called shape-radiance
ambiguity, which can lead to incorrect geometry given a high angular resolution
of view-dependent colors. We propose the addition of a difference plane in
front of each camera, with the purpose of separating view-dependent and
Lambertian components during training. We also propose an additional step where
we train, but do not store, a low-resolution view-dependent function that helps
to isolate the surface if such a separation is proven difficult. These
additions have a small impact on performance and memory usage but enables
reconstruction of scenes with highly specular components without any other
explicit handling of view-dependence such as Spherical Harmonics.

11
The categories of this paper are: hep-lat
5
The categories of this paper are: gr-qc
7
The categories of this paper are: hep-th
15
The categories of this paper are: nucl-ex
20
The categories of this paper are: acc-phys
29
The categories of this paper are: funct-an
30
The categories of this paper are: q-alg
0
The categories of this paper are: hep-ph
37
The categories of this paper are: supr-con
28
The categories of this paper are: alg-geom
12
The categories of this paper are: nucl-th
6
The categories of this paper are: astro-ph
10
The categories of this paper are: q-bio
21
The categories of this paper are: adap-org
36
The categories of this paper are: cmp-lg
23
The categories of this paper are: solv-int