Research Article
Parallelized Seeded Region Growing Using CUDA
Table 3
Results of the computation time and the number of iterations for patient datasets.
(a) |
| Patient data | Computation time (s)a | CUDA | HLSL | Quad-core | Single-core |
| Lung | 0.6 ± 0.1 (222.8 ± 22.2) | 4.5 ± 1.3 (145.1 ± 52.6) | 8.7 ± 2.8 (n/a) | 19.3 ± 2.4 (n/a) | Colon | 1.3 ± 0.4 (461.1 ± 189.3) | 13.2 ± 4.0 (337.1 ± 98.0) | 4.2 ± 1.8 (n/a) | 7.4 ± 3.9 (n/a) |
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(b) |
| Patient data | value | Overall | CUDA versus HLSL | CUDA versus quad-core CPUs | CUDA versus single-core CPUs | HLSL versus quad-core CPUs | HLSL versus single-core CPUs | Quad-core CPUs versus single-core CPUs |
| Lung | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | Colon | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 |
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Note: adata are means ± SD of the computation time (mean ± SD of the number of iterations) for 10 CT scans.
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