Optimization Techniques in Computer Graphics and Appearance Fabrication
| Thesis title in Czech: | Optimalizační techniky v počítačové grafice a výrobě vzhledu |
|---|---|
| Thesis title in English: | Optimization Techniques in Computer Graphics and Appearance Fabrication |
| Key words: | neuronové sítě|hluboké učení|automatická diferenciace|inverzní vykreslování|diferencovatelné vykreslování|digitální dvojče|plnobarevný 3D tisk|tryskání materiálu|objemové vykreslování|osvětlení založené na obrazu|mapa prostředí|mraky |
| English key words: | neural networks|deep learning|automatic differentiation|inverse rendering|differentiable rendering|digital twin|full-color 3D printing|material jetting|volumetric rendering|image-based lighting|environment map|clouds |
| Academic year of topic announcement: | 2018/2019 |
| Thesis type: | dissertation |
| Thesis language: | angličtina |
| Department: | Department of Software and Computer Science Education (32-KSVI) |
| Supervisor: | prof. Dr. techn. Alexander Wilkie |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 04.10.2019 |
| Date of assignment: | 04.10.2019 |
| Confirmed by Study dept. on: | 04.10.2019 |
| Date and time of defence: | 19.09.2023 11:40 |
| Date of electronic submission: | 31.07.2023 |
| Date of submission of printed version: | 01.08.2023 |
| Date of proceeded defence: | 19.09.2023 |
| Opponents: | Marc Stamminger |
| Hendrik Lensch | |
| Guidelines |
| Just like the arrival of desktop publishing (DTP) revolutionized the way 2D documents are designed, exchanged and turned into physical prints, we are now entering a comparable revolution: that of manufacturing physical 3D objects. Indeed, the last decade has witnessed a tremendous progress in the area of additive manufacturing (3D printing). However, the algorithmic and software capabilities in 3D printing are lagging behind the fast-paced progress in terms of hardware. Specifically, for a faithful reproduction of the printed objects’ appearance, we need to attain understanding and control of the resultant object color, translucency, and other visual attributes. The main objective of dissertation project is therefore to contribute fundamental building blocks towards the above goal; that is, to enable a qualitative and quantitative reproduction of 3D objects’ appearance. The research results should contribute to the ability of 3D printers to faithfully and predictably replicate any given virtual object and, in the long term, lead the way to the concept of “desktop WYSIWYG manufacturing”. |
| References |
| Oskar Elek, Denis Sumin, Ran Zhang, Tim Weyrich, Karol Myszkowski, Bernd Bickel, Alexander Wilkie, and Jaroslav Křivánek
Scattering-aware Texture Reproduction for 3D Printing ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), 36(6), 2017 |