Bonn Appearance Benchmark
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Date
2020
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
There is a general shortage of standardized comparisons in the field of appearance modeling. We therefore introduce a benchmark for assessing the quality of reflectance models on a dataset of high quality material measurements obtained with a commercial appearance scanner. The dataset currently consists of 56 fabric materials which are measured as radiometrically calibrated HDR images together with a precise surface geometry. We pose a public challenge to attract further participation and spark new research. Participants evaluate their models on provided directional light and view sampling to recreate the appearance of a set of unseen images per material. The results are automatically evaluated under various image metrics and ranked in a public leaderboard. Our benchmark provides standardized testing and thus enables fair comparisons between related works. We also release baseline SVBRDF material fits.
Description
@inproceedings{10.2312:mam.20201142,
booktitle = {Workshop on Material Appearance Modeling},
editor = {Klein, Reinhard and Rushmeier, Holly},
title = {{Bonn Appearance Benchmark}},
author = {Merzbach, Sebastian and Klein, Reinhard},
year = {2020},
publisher = {The Eurographics Association},
ISSN = {2309-5059},
ISBN = {978-3-03868-108-3},
DOI = {10.2312/mam.20201142}
}