Display of Surfaces from Volume Data
IEEE Computer Graphics and Applications
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
Direct volume rendering with shading via three-dimensional textures
Proceedings of the 1996 symposium on Volume visualization
Generation of transfer functions with stochastic search techniques
Proceedings of the 7th conference on Visualization '96
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
Image-based transfer function design for data exploration in volume visualization
Proceedings of the conference on Visualization '98
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Knowledge-based neurocomputing
Knowledge-based neurocomputing
Neural networks and intellect: using model-based concepts
Neural networks and intellect: using model-based concepts
Machine Learning
Proceedings of the conference on Visualization '01
The Transfer Function Bake-Off
IEEE Computer Graphics and Applications
ISpace: Interactive Volume Data Classification Techniques Using Independent Component Analysis
PG '02 Proceedings of the 10th Pacific Conference on Computer Graphics and Applications
Neural Networks for Volumetric MR Imaging of the Brain
NICROSP '96 Proceedings of the 1996 International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing (NICROSP '96)
RGVis: Region Growing Based Techniques for Volume Visualization
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
A study of transfer function generation for time-varying volume data
VG'01 Proceedings of the 2001 Eurographics conference on Volume Graphics
A Fast High Accuracy Volume Renderer for Unstructured Data
VV '04 Proceedings of the 2004 IEEE Symposium on Volume Visualization and Graphics
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
Visualizing Industrial CT Volume Data for Nondestructive Testing Applications
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Texture for volume character animation
GRAPHITE '05 Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
Visualization of Boundaries in Volumetric Data Sets Using LH Histograms
IEEE Transactions on Visualization and Computer Graphics
Local Histograms for Design of Transfer Functions in Direct Volume Rendering
IEEE Transactions on Visualization and Computer Graphics
High-Level User Interfaces for Transfer Function Design with Semantics
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
Segmentation of Three-dimensional Retinal Image Data
IEEE Transactions on Visualization and Computer Graphics
Volume visualization and exploration through flexible transfer function design
Computers and Graphics
Volume visualization and exploration through flexible transfer function design
Computers and Graphics
VoxelBars: An Informative Interface for Volume Visualization
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Volume viewer: an interactive tool for fitting surfaces to volume data
Proceedings of the 6th Eurographics Symposium on Sketch-Based Interfaces and Modeling
Dimensionality reduction on multi-dimensional transfer functions for multi-channel volume data sets
Information Visualization - Special issue on selected papers from visualization and data analysis 2010
Visibility-aware direct volume rendering
Journal of Computer Science and Technology
Classification algorithms for biomedical volume datasets
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
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
Interactive methods for exploring particle simulation data
EUROVIS'05 Proceedings of the Seventh 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
The α-histogram: using spatial coherence to enhance histograms and transfer function design
EUROVIS'06 Proceedings of the Eighth Joint Eurographics / IEEE VGTC conference on Visualization
Augmented reality interaction for semiautomatic volume classification
EGVE'05 Proceedings of the 11th Eurographics conference on Virtual Environments
Sketch-based volumetric seeded region growing
SBM'06 Proceedings of the Third Eurographics conference on Sketch-Based Interfaces and Modeling
Stroke-based transfer function design
SPBG'08 Proceedings of the Fifth Eurographics / IEEE VGTC conference on Point-Based Graphics
A survey of transfer functions suitable for volume rendering
VG'10 Proceedings of the 8th IEEE/EG international conference on Volume Graphics
CVM'12 Proceedings of the First international conference on Computational Visual Media
The Visual Computer: International Journal of Computer Graphics
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In the traditional volume visualization paradigm, the user specifies a transfer function that assigns each scalar value to a color and opacity by defining an opacity and a color map function.The transfer function has two limitations.First, the user must define curves based on histogram and value rather than seeing and working with the volume itself.Second, the transfer function is inflexiblein classifying regions of interest, where values at a voxel such as intensity and gradient are used to differentiate material, not taking into account additional properties such as texture and position. We describe an intuitive user interface for specifying the classification functions that consists of the users painting directly on sample slices of the volume.These painted regions are used to automatically define high-dimensional classification functions that can be implemented in hardware for interactive rendering.The classification of the volume is iteratively improved as the user paints samples, allowing intuitive and efficient viewing of materials of interest.