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 dataComputation time (s)a
CUDAHLSLQuad-coreSingle-core

Lung0.6 ± 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)
Colon1.3 ± 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)

(b)

Patient data value
OverallCUDA versus HLSLCUDA versus quad-core CPUsCUDA versus single-core CPUsHLSL versus quad-core CPUsHLSL versus single-core CPUsQuad-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

Note: adata are means ± SD of the computation time (mean ± SD of the number of iterations) for 10 CT scans.