MLIC-Synthetizer: a Synthetic Multi-Light Image Collection Generator

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dc.contributor.authorDulecha, Tinsae Gebrechristosen_US
dc.contributor.authorDall'Alba, Andreaen_US
dc.contributor.authorGiachetti, Andreaen_US
dc.contributor.editorAgus, Marco and Corsini, Massimiliano and Pintus, Ruggeroen_US
dc.date.accessioned2019-11-20T08:12:43Z
dc.date.available2019-11-20T08:12:43Z
dc.date.issued2019
dc.description.abstractWe 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.en_US
dc.description.sectionheadersPosters
dc.description.seriesinformationSmart Tools and Apps for Graphics - Eurographics Italian Chapter Conference
dc.identifier.doi10.2312/stag.20191370
dc.identifier.isbn978-3-03868-100-7
dc.identifier.issn2617-4855
dc.identifier.pages105-106
dc.identifier.urihttps://doi.org/10.2312/stag.20191370
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/stag20191370
dc.publisherThe Eurographics Associationen_US
dc.subjectComputing methodologies
dc.subjectComputer graphics
dc.subjectSoftware and its engineering
dc.subjectSoftware notations and tools
dc.titleMLIC-Synthetizer: a Synthetic Multi-Light Image Collection Generatoren_US
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Italian Chapter Conference 2019 - Smart Tools and Apps in computer Graphics