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Proximity-Aware Multiple Meshes Decimation using Quadric Error Metric

Abstract : Progressive mesh decimation by successive edge collapses is a standard tool in geometry processing. A key element of such algorithms is the error metric, which prioritizes the edge collapses to greedily minimize the simplification error. Most previous works focus on preserving local shape properties. However, meshes describing complex systems often require significant decimation for fast transmission and visualization on low-end terminals, and preserving the arrangement of objects is required to maintain the overall system readability for applications such as on-site repair, inspection, training, serious games, etc. We present a novel approach for the joint decimation of multiple triangular meshes. We combine local edge error (e.g. Quadric Error Metric) with a proximity-aware penalty function, which increases the error of edge collapses modifying the geometry in proximity areas. We propose an automatic detection of proximity areas and we demonstrate the performances of our approach on several models generated from CAD scenes.
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https://hal.archives-ouvertes.fr/hal-02496635
Contributor : Nicolas Mellado Connect in order to contact the contributor
Submitted on : Friday, March 6, 2020 - 2:27:36 PM
Last modification on : Wednesday, June 9, 2021 - 10:00:35 AM
Long-term archiving on: : Sunday, June 7, 2020 - 2:31:25 PM

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Anahid Ghazanfarpour, Nicolas Mellado, Chems Himeur, Loic Barthe, Jean Pierre Jessel. Proximity-Aware Multiple Meshes Decimation using Quadric Error Metric. Graphical Models, Elsevier, 2020, pp.101062. ⟨10.1016/j.gmod.2020.101062⟩. ⟨hal-02496635⟩

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