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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 …
[HTML][HTML] A survey of volume visualization techniques for feature enhancement
C Xu, G Sun, R Liang - Visual Informatics, 2021 - Elsevier
Volume rendering techniques have been developed for decades and have been widely
applied in many research fields, such as medical image visualization, geological …
applied in many research fields, such as medical image visualization, geological …
In situ distribution guided analysis and visualization of transonic jet engine simulations
Study of flow instability in turbine engine compressors is crucial to understand the inception
and evolution of engine stall. Aerodynamics experts have been working on detecting the …
and evolution of engine stall. Aerodynamics experts have been working on detecting the …
Learning adaptive sampling and reconstruction for volume visualization
A central challenge in data visualization is to understand which data samples are required to
generate an image of a data set in which the relevant information is encoded. In this article …
generate an image of a data set in which the relevant information is encoded. In this article …
Hierarchical exploration of volumes using multilevel segmentation of the intensity-gradient histograms
Visual exploration of volumetric datasets to discover the embedded features and spatial
structures is a challenging and tedious task. In this paper we present a semi-automatic …
structures is a challenging and tedious task. In this paper we present a semi-automatic …
Distribution driven extraction and tracking of features for time-varying data analysis
Effective analysis of features in time-varying data is essential in numerous scientific
applications. Feature extraction and tracking are two important tasks scientists rely upon to …
applications. Feature extraction and tracking are two important tasks scientists rely upon to …
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 …
FS/DS: A theoretical framework for the dual analysis of feature space and data space
With the surge of data-driven analysis techniques, there is a rising demand for enhancing
the exploration of large high-dimensional data by enabling interactions for the joint analysis …
the exploration of large high-dimensional data by enabling interactions for the joint analysis …
Diagnosis of diabetes mellitus using artificial neural network and classification and regression tree optimized with genetic algorithm
Diabetes mellitus is one of the most important public health problems affecting millions of
people worldwide. An early and accurate diagnosis of diabetes mellitus has critical …
people worldwide. An early and accurate diagnosis of diabetes mellitus has critical …
Homogeneity guided probabilistic data summaries for analysis and visualization of large-scale data sets
High-resolution simulation data sets provide plethora of information, which needs to be
explored by application scientists to gain enhanced understanding about various …
explored by application scientists to gain enhanced understanding about various …