Search Results for author: Carlos Rodriguez-Pardo

Found 8 papers, 1 papers with code

TexTile: A Differentiable Metric for Texture Tileability

no code implementations19 Mar 2024 Carlos Rodriguez-Pardo, Dan Casas, Elena Garces, Jorge Lopez-Moreno

We introduce TexTile, a novel differentiable metric to quantify the degree upon which a texture image can be concatenated with itself without introducing repeating artifacts (i. e., the tileability).

Data Augmentation Metric Learning +2

NEnv: Neural Environment Maps for Global Illumination

1 code implementation Computer Graphics Forum 2023 Carlos Rodriguez-Pardo, Javier Fabre, Elena Garces, Jorge Lopez-Moreno

We propose NEnv, a deep-learning fully-differentiable method, capable of compressing and learning to sample from a single environment map.

Neural Rendering Normalising Flows

NeuBTF: Neural fields for BTF encoding and transfer

no code implementations3 Jul 2023 Carlos Rodriguez-Pardo, Konstantinos Kazatzis, Jorge Lopez-Moreno, Elena Garces

However, existing neural materials are immutable, meaning that their output for a certain query of UVs, camera, and light vector is fixed once they are trained.

Neural Rendering

UMat: Uncertainty-Aware Single Image High Resolution Material Capture

no code implementations CVPR 2023 Carlos Rodriguez-Pardo, Henar Dominguez-Elvira, David Pascual-Hernandez, Elena Garces

We showcase the performance of our method with a real dataset of digitized textile materials and show that a commodity flatbed scanner can produce the type of diffuse illumination required as input to our method.

Active Learning Image-to-Image Translation +2

How Will It Drape Like? Capturing Fabric Mechanics from Depth Images

no code implementations13 Apr 2023 Carlos Rodriguez-Pardo, Melania Prieto-Martin, Dan Casas, Elena Garces

We propose a method to estimate the mechanical parameters of fabrics using a casual capture setup with a depth camera.

Data Augmentation Material Recognition +2

SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps

no code implementations13 Jan 2022 Carlos Rodriguez-Pardo, Elena Garces

We present SeamlessGAN, a method capable of automatically generating tileable texture maps from a single input exemplar.

Image Generation Texture Synthesis +1

A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond

no code implementations7 Dec 2021 Elena Garces, Carlos Rodriguez-Pardo, Dan Casas, Jorge Lopez-Moreno

Intrinsic imaging or intrinsic image decomposition has traditionally been described as the problem of decomposing an image into two layers: a reflectance, the albedo invariant color of the material; and a shading, produced by the interaction between light and geometry.

Intrinsic Image Decomposition

Neural Photometry-guided Visual Attribute Transfer

no code implementations5 Dec 2021 Carlos Rodriguez-Pardo, Elena Garces

Our model relies on a supervised image-to-image translation framework and is agnostic to the transferred domain; we showcase a semantic segmentation, a normal map, and a stylization.

Attribute Data Augmentation +3

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