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James A. D. Gardner

7 papers hereh-index 458 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedRotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior

5 citations · 5 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023

RENI++ A Rotation-Equivariant, Scale-Invariant, Natural Illumination Prior

James A. D. Gardner, Bernhard Egger, William A. P. Smith

Inverse rendering is an ill-posed problem. Previous work has sought to resolve this by focussing on priors for object or scene shape or appearance. In this work, we instead focus o…

cs.CV2023

The Sky's the Limit: Re-lightable Outdoor Scenes via a Sky-pixel Constrained Illumination Prior and Outside-In Visibility

James A. D. Gardner, Evgenii Kashin, Bernhard Egger +1

Inverse rendering of outdoor scenes from unconstrained image collections is a challenging task, particularly illumination/albedo ambiguities and occlusion of the illumination envir…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.