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. 2016 Dec 22;11(12):e0168704. doi: 10.1371/journal.pone.0168704

Table 1. Effects of SS-DWT on lossless JPEG 2000 bitrates for step-skip decisions selected by the BH and a couple of its variants.

Heuristic variant Images
Photo No-photo No-photo(a) No-photo(b) All
r DWT 3.9975 2.9162 3.2882 2.7348 3.6395
ΔrBH(0) -0.01% -7.08% -21.59% 0.00% -2.35%
ΔrBH(1) -0.75% -15.25% -32.26% -6.96% -5.55%
ΔrBH(2) -0.86% -15.66% -32.28% -7.54% -5.76%
ΔrBH(3) -0.86% -15.66% -32.28% -7.55% -5.76%
ΔrBH(4) -0.86% -15.66% -32.28% -7.55% -5.76%
ΔrBH_TR(1) -0.75% -15.28% -32.30% -6.98% -5.56%
ΔrBH_TR(2) -0.86% -15.69% -32.33% -7.57% -5.77%
ΔrBH_AR(1) -0.73% -13.24% -27.26% -6.40% -4.87%
ΔrBH_AR(2) -0.74% -13.38% -27.59% -6.44% -4.93%
ΔrBH_PW(1) -0.31% -9.26% -23.35% -2.38% -3.27%
ΔrBH_PW(2) -0.31% -9.29% -23.43% -2.40% -3.28%

rDWT−average lossless JPEG 2000 bitrate for 3-level unmodified DWT (bpp); Δrvariant−average SS-DWT bitrate change obtained with use of the heuristic variant: BH–basic heuristic, BH_TR–heuristic with additional testing if doing the reorder step improves bitrate, BH_AR–heuristic with disabled skipping of the reorder step, BH_PW–heuristic that for each pair of complementary subbands either skips all 3 DWT steps or performs them all.

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