Vector quantization for volume rendering
VVS '92 Proceedings of the 1992 workshop on Volume visualization
Multi-dimensional trees for controlled volume rendering and compression
VVS '94 Proceedings of the 1994 symposium on Volume visualization
Lossless compression of volume data
VVS '94 Proceedings of the 1994 symposium on Volume visualization
Integrated volume compression and visualization
VIS '97 Proceedings of the 8th conference on Visualization '97
A fast volume rendering algorithm for time-varying fields using a time-space partitioning (TSP) tree
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
4D volume rendering with the Shear Warp factorisation
VVS '00 Proceedings of the 2000 IEEE symposium on Volume visualization
Feature based volumetric video compression for interactive playback
VVS '02 Proceedings of the 2002 IEEE symposium on Volume visualization and graphics
Texture hardware assisted rendering of time-varying volume data
Proceedings of the conference on Visualization '01
Real-time decompression and visualization of animated volume data
Proceedings of the conference on Visualization '01
Interactive rendering of large volume data sets
Proceedings of the conference on Visualization '02
Volume Rendering of DCT-Based Compressed 3D Scalar Data
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
Lossless Compression of High-volume Numerical Data from Simulations
DCC '00 Proceedings of the Conference on Data Compression
PG '02 Proceedings of the 10th Pacific Conference on Computer Graphics and Applications
Compression Domain Rendering of Time-Resolved Volume Data
VIS '95 Proceedings of the 6th conference on Visualization '95
Direct Rendering of Laplacian Pyramid Compressed Volume Data
VIS '95 Proceedings of the 6th conference on Visualization '95
Efficient encoding and rendering of time-varying volume data
Efficient encoding and rendering of time-varying volume data
Fast volume rendering of compressed data
VIS '93 Proceedings of the 4th conference on Visualization '93
Differential volume rendering: a fast volume visualization technique for flow animation
VIS '94 Proceedings of the conference on Visualization '94
Interactive Deformation and Visualization of Level Set Surfaces Using Graphics Hardware
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Compression Domain Volume Rendering
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
High Dimensional Direct Rendering of Time-Varying Volumetric Data
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Two-stage compression for fast volume rendering of time-varying scalar data
Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia
An Efficient Large-Scale Volume Data Compression Algorithm
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
| Hi-index | 0.00 |
Large-scale supercomputing is revolutionizing the way science is conducted. A growing challenge, however, is understanding the massive quantities of data produced by large-scale simulations. The data, typically time-varying, multivariate, and volumetric, can occupy from hundreds of gigabytes to several terabytes of storage space. Transferring and processing volume data of such sizes is prohibitively expensive and resource intensive. Although it may not be possible to entirely alleviate these problems, data compression should be considered as part of a viable solution, especially when the primary means of data analysis is volume rendering. In this paper we present our study of multivariate compression, which exploits correlations among related variables, for volume rendering. Two configurations for multidimensional compression based on vector quantization are examined. We emphasize quality reconstruction and interactive rendering, which leads us to a solution using graphics hardware to perform on-the-fly decompression during rendering.