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State of the art in transfer functions for direct volume rendering
A central topic in scientific visualization is the transfer function (TF) for volume rendering.
The TF serves a fundamental role in translating scalar and multivariate data into color and …
The TF serves a fundamental role in translating scalar and multivariate data into color and …
A generative model for volume rendering
M Berger, J Li, JA Levine - IEEE transactions on visualization …, 2018 - ieeexplore.ieee.org
We present a technique to synthesize and analyze volume-rendered images using
generative models. We use the Generative Adversarial Network (GAN) framework to …
generative models. We use the Generative Adversarial Network (GAN) framework to …
Isosurface similarity maps
In this paper, we introduce the concept of isosurface similarity maps for the visualization of
volume data. Iso‐surface similarity maps present structural information of a volume data set …
volume data. Iso‐surface similarity maps present structural information of a volume data set …
Scalable multivariate volume visualization and analysis based on dimension projection and parallel coordinates
In this paper, we present an effective and scalable system for multivariate volume data
visualization and analysis with a novel transfer function interface design that tightly couples …
visualization and analysis with a novel transfer function interface design that tightly couples …
[HTML][HTML] Transferring transfer functions (TTF): A guided approach to transfer function optimization in volume visualization
In volume visualization, a transfer function tailored for one volume usually does not work for
other similar volumes without careful tuning. This process can be tedious and time …
other similar volumes without careful tuning. This process can be tedious and time …
Differentiable design galleries: A differentiable approach to explore the design space of transfer functions
B Pan, J Lu, H Li, W Chen, Y Wang… - … on Visualization and …, 2023 - ieeexplore.ieee.org
The transfer function is crucial for direct volume rendering (DVR) to create an informative
visual representation of volumetric data. However, manually adjusting the transfer function to …
visual representation of volumetric data. However, manually adjusting the transfer function to …
Multi-dimensional transfer function design based on flexible dimension projection embedded in parallel coordinates
In this paper, we present an effective transfer function (TF) design for multivariate volume,
providing tightly coupled views of parallel coordinates plot (PCP), MDS-based dimension …
providing tightly coupled views of parallel coordinates plot (PCP), MDS-based dimension …
Image-based TF colorization with CNN for direct volume rendering
S Kim, Y Jang, SE Kim - IEEE Access, 2021 - ieeexplore.ieee.org
In the direct volume rendering (DVR), it often takes a long time for a novice to manipulate the
transfer function (TF) and analyze the volume data. To lessen the difficulty in volume …
transfer function (TF) and analyze the volume data. To lessen the difficulty in volume …
Multi-dimensional reduction and transfer function design using parallel coordinates
X Zhao, A Kaufman - Volume graphics. International …, 2010 - pmc.ncbi.nlm.nih.gov
Multi-dimensional transfer functions are widely used to provide appropriate data
classification for direct volume rendering. Nevertheless, the design of a multi-dimensional …
classification for direct volume rendering. Nevertheless, the design of a multi-dimensional …
A clustering-based system to automate transfer function design for medical image visualization
Finding good transfer functions for rendering medical volumes is difficult, non-intuitive, and
time-consuming. We introduce a clustering-based framework for the automatic generation of …
time-consuming. We introduce a clustering-based framework for the automatic generation of …