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Journal Article

3D Material Style Transfer


Nguyen,  Chuong
Computer Graphics, MPI for Informatics, Max Planck Society;


Myszkowski,  Karol       
Computer Graphics, MPI for Informatics, Max Planck Society;


Seidel,  Hans-Peter       
Computer Graphics, MPI for Informatics, Max Planck Society;

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Nguyen, C., Ritschel, T., Myszkowski, K., Eisemann, E., & Seidel, H.-P. (2012). 3D Material Style Transfer. Computer Graphics Forum, 31(2), 431-438. doi:10.1111/j.1467-8659.2012.03022.x.

Cite as: https://hdl.handle.net/11858/00-001M-0000-0015-1537-C
This work proposes a technique to transfer the material style or mood from a guide source such as an image or video onto a target 3D scene. It formulates the problem as a combinatorial optimization of assigning discrete materials extracted from the guide source to discrete objects in the target 3D scene. The assignment is optimized to fulfill multiple goals: overall image mood based on several image statistics; spatial material organization and grouping as well as geometric similarity between objects that were assigned to similar materials. To be able to use common uncalibrated images and videos with unknown geometry and lighting as guides, a material estimation derives perceptually plausible reflectance, specularity, glossiness, and texture. Finally, results produced by our method are compared to manual material assignments in a perceptual study.