MLIC-Synthetizer: a Synthetic Multi-Light Image Collection Generator
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Date
2019
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
We present MLIC-Synthetizer, a Blender plugin specifically designed for the generation of a syntethic Multi-Light Image Collection using physically-based rendering. This tool makes easy to generate large amount of test data that can be useful for Photometric Stereo algorithms evaluation, validation of Reflectance Transformation Imaging calibration and processing method, relighting methods and more. Multi-pass rendering allows the generation of images with associated shadows and specularity ground truth maps, ground truth normals and material segmentation masks. Furthermore loops on material parameters allows the automatic generation of datasets with pre-defined material parameters ranges that can be used to train robust learning-based algorithms for 3D reconstruction, relight and material segmentation.
Description
@inproceedings{10.2312:stag.20191370,
booktitle = {Smart Tools and Apps for Graphics - Eurographics Italian Chapter Conference},
editor = {Agus, Marco and Corsini, Massimiliano and Pintus, Ruggero},
title = {{MLIC-Synthetizer: a Synthetic Multi-Light Image Collection Generator}},
author = {Dulecha, Tinsae Gebrechristos and Dall'Alba, Andrea and Giachetti, Andrea},
year = {2019},
publisher = {The Eurographics Association},
ISSN = {2617-4855},
ISBN = {978-3-03868-100-7},
DOI = {10.2312/stag.20191370}
}