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Saliency-Aware Volume Data Resizing by Surface Carving
- Source :
- CAD/Graphics
- Publication Year :
- 2013
- Publisher :
- IEEE, 2013.
-
Abstract
- We present a saliency-aware volume resizing operation called surface carving, which intelligently removes contextual voxels while preserving important features. By iteratively applying surface carving in all directions, we can create a volume of the desired size. For large volume data sets, a multilevel banded method is introduced to gracefully overcome the memory limit and speed up volume resizing. We compare our technique with traditionally cropping and scaling approaches and demonstrate the effectiveness and efficiency of our method with several volume data sets.
- Subjects :
- Speedup
Carving
business.industry
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Context (language use)
computer.software_genre
Memory management
Data visualization
Voxel
Computer vision
Resizing
Artificial intelligence
business
computer
ComputingMethodologies_COMPUTERGRAPHICS
Volume (compression)
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2013 International Conference on Computer-Aided Design and Computer Graphics
- Accession number :
- edsair.doi...........32ff1ee383433fa855f5597281e8dcbb
- Full Text :
- https://doi.org/10.1109/cadgraphics.2013.90