Display of Surfaces from Volume Data
IEEE Computer Graphics and Applications
Efficient ray tracing of volume data
ACM Transactions on Graphics (TOG)
Octrees for faster isosurface generation
ACM Transactions on Graphics (TOG)
Imaging vector fields using line integral convolution
SIGGRAPH '93 Proceedings of the 20th annual conference on Computer graphics and interactive techniques
PRS '97 Proceedings of the IEEE symposium on Parallel rendering
Time and space optimal data parallel volume rendering using permutation warping
Journal of Parallel and Distributed Computing
EGPGV '02 Proceedings of the Fourth Eurographics Workshop on Parallel Graphics and Visualization
Volumetric Data Exploration Using Interval Volume
IEEE Transactions on Visualization and Computer Graphics
Parallel Volume Rendering Using Binary-Swap Compositing
IEEE Computer Graphics and Applications
Visualizing Vector Field Topology in Fluid Flows
IEEE Computer Graphics and Applications
Visualizing Second-Order Tensor Fields with Hyperstreamlines
IEEE Computer Graphics and Applications
Volume Data Mining Using 3D Field Topology Analysis
IEEE Computer Graphics and Applications
Communication Bandwidth of Parallel Programming Models on Hybrid Architectures
ISHPC '02 Proceedings of the 4th International Symposium on High Performance Computing
Parallel volume rendering of irregular grids
Parallel volume rendering of irregular grids
Parallel Computing - Parallel graphics and visualization
Commodity cluster-based parallel processing of hyperspectral imagery
Journal of Parallel and Distributed Computing
Journal of Parallel and Distributed Computing
Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery
International Journal of High Performance Computing Applications
T-map: a topological approach to visual exploration of time-varying volume data
ISHPC'05/ALPS'06 Proceedings of the 6th international symposium on high-performance computing and 1st international conference on Advanced low power systems
Journal of Signal Processing Systems
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
EG PGV'04 Proceedings of the 5th Eurographics conference on Parallel Graphics and Visualization
EG PGV'09 Proceedings of the 9th Eurographics conference on Parallel Graphics and Visualization
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A scalable and high-performance parallel visualization subsystem has been developed in GeoFEM for the Earth Simulator (ES). As part of the ES project in Japan, the proposed sub-system is effective for the visualization of huge-scale unstructured datasets, and can be concurrent with computation on the same high-performance parallel computer. Moreover, some parallel visualization modules have obtained a good parallel performance, covering scalar, vector and tensor fields. This paper will take volume rendering method as an example to describe a number of efficient parallel performance optimization strategies we adopted for large-scale unstructured data visualization on SMP cluster machines, including suitable design of visualization method, the three-level hybrid parallelization which means message passing for inter-SMP node communication, loop directives for intra-SMP node parallelization, and vectorization for each processing element, plus dynamic load balancing. Good visualization images and high parallel performance have been achieved on the ES, thus demonstrating the feasibility and effectiveness of the proposed method.