Search
Now showing items 161-170 of 705
FontRNN: Generating Large-scale Chinese Fonts via Recurrent Neural Network
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
Despite the recent impressive development of deep neural networks, using deep learning based methods to generate largescale Chinese fonts is still a rather challenging task due to the huge number of intricate Chinese glyphs, ...
Unsupervised Dense Light Field Reconstruction with Occlusion Awareness
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
Light field (LF) reconstruction is a fundamental technique in light field imaging and has applications in both software and hardware aspects. This paper presents an unsupervised learning method for LF-oriented view synthesis, ...
StyleBlit: Fast Example-Based Stylization with Local Guidance
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
We present StyleBlit-an efficient example-based style transfer algorithm that can deliver high-quality stylized renderings in real-time on a single-core CPU. Our technique is especially suitable for style transfer applications ...
A CNN-based Flow Correction Method for Fast Preview
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
Eulerian-based smoke simulations are sensitive to the initial parameters and grid resolutions. Due to the numerical dissipation on different levels of the grid and the nonlinearity of the governing equations, the differences ...
Succinct Palette and Color Model Generation and Manipulation Using Hierarchical Representation
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
We propose a new method to obtain the representative colors and their distributions of an image. Our intuition is that it is possible to derive the global model from the local distributions. Beginning by sampling pure ...
Naturalness-Preserving Image Tone Enhancement Using Generative Adversarial Networks
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
This paper proposes a deep learning-based image tone enhancement approach that can maximally enhance the tone of an image while preserving the naturalness. Our approach does not require carefully generated ground-truth ...
ClustMe: A Visual Quality Measure for Ranking Monochrome Scatterplots based on Cluster Patterns
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
We propose ClustMe, a new visual quality measure to rank monochrome scatterplots based on cluster patterns. ClustMe is based on data collected from a human-subjects study, in which 34 participants judged synthetically ...
Deep Fluids: A Generative Network for Parameterized Fluid Simulations
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
This paper presents a novel generative model to synthesize fluid simulations from a set of reduced parameters. A convolutional neural network is trained on a collection of discrete, parameterizable fluid simulation velocity ...
Latent-space Dynamics for Reduced Deformable Simulation
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
We propose the first reduced model simulation framework for deformable solid dynamics using autoencoder neural networks. We provide a data-driven approach to generating nonlinear reduced spaces for deformation dynamics. ...
Active Scene Understanding via Online Semantic Reconstruction
(The Eurographics Association and John Wiley & Sons Ltd., 2019)
We propose a novel approach to robot-operated active understanding of unknown indoor scenes, based on online RGBD reconstruction with semantic segmentation. In our method, the exploratory robot scanning is both driven by ...