Design galleries: a general approach to setting parameters for computer graphics and animation
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
VIS '97 Proceedings of the 8th conference on Visualization '97
Semi-automatic generation of transfer functions for direct volume rendering
VVS '98 Proceedings of the 1998 IEEE symposium on Volume visualization
Statistical computation of salient iso-values
VISSYM '02 Proceedings of the symposium on Data Visualisation 2002
Interactive previewing for transfer function specification in volume rendering
VISSYM '02 Proceedings of the symposium on Data Visualisation 2002
Feature based volumetric video compression for interactive playback
VVS '02 Proceedings of the 2002 IEEE symposium on Volume visualization and graphics
Fast detection of meaningful isosurfaces for volume data visualization
Proceedings of the conference on Visualization '01
Salient iso-surface detection with model-independent statistical signatures
Proceedings of the conference on Visualization '01
Volume clipping via per-fragment operations in texture-based volume visualization
Proceedings of the conference on Visualization '02
Designing Effective Transfer Functions for Volume Rendering from Photographic Volumes
IEEE Transactions on Visualization and Computer Graphics
Visualizing Time-Varying Volume Data
Computing in Science and Engineering
Evaluation of Image Quality in Medical Volume Visualization: The State of the Art
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
RGVis: Region Growing Based Techniques for Volume Visualization
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Volumetric video compression for interactive playback
Computer Vision and Image Understanding - Model-based and image-based 3D scene representation for interactive visalization
Proceedings of the 2005 symposium on Interactive 3D graphics and games
An Intelligent System Approach to Higher-Dimensional Classification of Volume Data
IEEE Transactions on Visualization and Computer Graphics
Feature-Space Analysis of Unstructured Meshes
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Adaptive Design of a Global Opacity Transfer Function for Direct Volume Rendering of Ultrasound Data
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Gaussian Transfer Functions for Multi-Field Volume Visualization
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
A Novel Interface for Higher-Dimensional Classification of Volume Data
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Visualizing Industrial CT Volume Data for Nondestructive Testing Applications
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Visualization of Boundaries in Volumetric Data Sets Using LH Histograms
IEEE Transactions on Visualization and Computer Graphics
Implicit surface visualization of reconstructed biological molecules
Theoretical Computer Science - In memoriam: Alberto Del Lungo (1965-2003)
Saliency-guided Enhancement for Volume Visualization
IEEE Transactions on Visualization and Computer Graphics
Visualization in Medicine: Theory, Algorithms, and Applications
Visualization in Medicine: Theory, Algorithms, and Applications
Classification of biomedical high-resolution micro-CT images for direct volume rendering
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Machine Learning to Boost the Next Generation of Visualization Technology
IEEE Computer Graphics and Applications
Volume visualization and exploration through flexible transfer function design
Computers and Graphics
Volume visualization and exploration through flexible transfer function design
Computers and Graphics
SG '07 Proceedings of the 8th international symposium on Smart Graphics
SG '09 Proceedings of the 10th International Symposium on Smart Graphics
Gradient magnitude vs. feature size: comparing 2D histograms for transfer function specification
Proceedings of the 2009 Computer Graphics International Conference
Tagged volume rendering of the heart
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Direct volume rendering by transfer function morphing
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Comparing GPU-based multi-volume ray casting techniques
Computer Science - Research and Development
Classification algorithms for biomedical volume datasets
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
General adaptive transfer functions design for volume rendering by using neural networks
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Direct volume rendering of volumetric protein data
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
GVF-Based transfer functions for volume rendering
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Visualization of segmented color volume data using GPU
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Automatic cross-sectioning based on topological volume skeletonization
SG'05 Proceedings of the 5th international conference on Smart Graphics
Evaluating depth perception of volumetric data in semi-immersive VR
Proceedings of the International Working Conference on Advanced Visual Interfaces
Transfer functions for imaging spectroscopy data using principal component analysis
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Spatialized transfer functions
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Design of multi-dimensional transfer functions using dimensional reduction
EUROVIS'07 Proceedings of the 9th Joint Eurographics / IEEE VGTC conference on Visualization
A cluster-space visual interface for arbitrary dimensional classification of volume data
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
Augmented reality interaction for semiautomatic volume classification
EGVE'05 Proceedings of the 11th Eurographics conference on Virtual Environments
Stroke-based transfer function design
SPBG'08 Proceedings of the Fifth Eurographics / IEEE VGTC conference on Point-Based Graphics
Volume rendering for high dynamic range displays
VG'05 Proceedings of the Fourth Eurographics / IEEE VGTC conference on Volume Graphics
Palette-style volume visualization
VG'07 Proceedings of the Sixth Eurographics / Ieee VGTC conference on Volume Graphics
A survey of transfer functions suitable for volume rendering
VG'10 Proceedings of the 8th IEEE/EG international conference on Volume Graphics
From web data to visualization via ontology mapping
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
An exploratory technique for coherent visualization of time-varying volume data
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Instant volume visualization using maximum intensity difference accumulation
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Bivariate transfer functions on unstructured grids
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Context-aware volume modeling of skeletal muscles
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
The Visual Computer: International Journal of Computer Graphics
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Direct volume rendering is a key technology for visualizing large 3D data sets from scientific or medical applications. Transfer functions are particularly important to the quality of direct volume-rendered images. A transfer function assigns optical properties, such as color and opacity, to original values of the data set being visualized. Unfortunately, finding good transfer functions proves difficult. It is one of the major problems in volume visualization. The article examines four of the currently most promising approaches to transfer function design. The four approaches are: trial and error, with minimum computer aid; data-centric, with no underlying assumed model; data-centric, using an underlying data model; and image-centric, using organized sampling