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Match: Differentiable material graphs for procedural material capture
We present MATch, a method to automatically convert photographs of material samples into
production-grade procedural material models. At the core of MATch is a new library DiffMat …
production-grade procedural material models. At the core of MATch is a new library DiffMat …
An inverse procedural modeling pipeline for svbrdf maps
Procedural modeling is now the de facto standard of material modeling in industry.
Procedural models can be edited and are easily extended, unlike pixel-based …
Procedural models can be edited and are easily extended, unlike pixel-based …
Recent advances in glinty appearance rendering
J Zhu, S Zhao, Y Xu, X Meng, L Wang… - Computational Visual …, 2022 - Springer
The interaction between light and materials is key to physically-based realistic rendering.
However, it is also complex to analyze, especially when the materials contain a large …
However, it is also complex to analyze, especially when the materials contain a large …
A novel framework for inverse procedural texture modeling
Procedural textures are powerful tools that have been used in graphics for decades. In
contrast to the alternative exemplar-based texture synthesis techniques, procedural textures …
contrast to the alternative exemplar-based texture synthesis techniques, procedural textures …
End-to-end procedural material capture with proxy-free mixed-integer optimization
Node-graph-based procedural materials are vital to 3D content creation within the computer
graphics industry. Leveraging the expressive representation of procedural materials, artists …
graphics industry. Leveraging the expressive representation of procedural materials, artists …
High-performance by-example noise using a histogram-preserving blending operator
E Heitz, F Neyret - Proceedings of the ACM on Computer Graphics and …, 2018 - dl.acm.org
We propose a new by-example noise algorithm that takes as input a small example of a
stochastic texture and synthesizes an infinite output with the same appearance. It works on …
stochastic texture and synthesizes an infinite output with the same appearance. It works on …
On demand solid texture synthesis using deep 3d networks
This paper describes a novel approach for on demand volumetric texture synthesis based
on a deep learning framework that allows for the generation of high‐quality three …
on a deep learning framework that allows for the generation of high‐quality three …
A texture synthesis model based on semi-discrete optimal transport in patch space
Exemplar-based texture synthesis consists in producing new synthetic images which have
the same perceptual characteristics as a given texture sample while exhibiting sufficient …
the same perceptual characteristics as a given texture sample while exhibiting sufficient …
A survey of control mechanisms for creative pattern generation
We review recent methods in 2D creative pattern generation and their control mechanisms,
focusing on procedural methods. The review is motivated by an artist's perspective and …
focusing on procedural methods. The review is motivated by an artist's perspective and …
Determinantal point processes for image processing
Determinantal point processes (DPPs) are probabilistic models of configurations that favor
diversity or repulsion. They have recently gained influence in the machine learning …
diversity or repulsion. They have recently gained influence in the machine learning …