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A function to reduce film grain, included in rksfunc, public here.
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from vapoursynth import core, VideoNode | |
def defilmgrain(clip: VideoNode, s1=16, s2=3, s3=3, g=1.5, dark=10000) -> VideoNode: | |
from vapoursynth import YUV, GRAY, Error | |
from fvsfunc import Depth | |
from havsfunc import QTGMC | |
from muvsfunc import MergeChroma | |
from vsutil import get_y, iterate | |
from dfttest2 import DFTTest | |
def gamma_curve(clip_y, gamma) -> VideoNode: | |
def lut_y(x): | |
floa = min(max(int(x / 56283 * 65536), 0), 65535) / 65535 | |
gammaed = floa ** gamma | |
return min(max(int(gammaed * 56283 + 4112), 4112), 60395) | |
return core.std.Lut(clip_y, planes=[0], function=lut_y) | |
if clip.format.color_family != YUV and clip.format.color_family != GRAY: | |
raise Error("rksfunc.defilmgrain: only YUV and GRAY format are supported.") | |
origdep = clip.format.bits_per_sample | |
if origdep != 16: | |
clip = Depth(clip, 16) | |
if clip.format.color_family == YUV: | |
clip_y = get_y(clip) | |
else: | |
clip_y = clip | |
clip_yf = Depth(clip_y, 32) | |
basic_f = clip_yf.bm3dcuda_rtc.BM3Dv2(clip_yf, s1, 3, 12, 0, 2, 8) | |
final_f = clip_yf.bm3dcuda_rtc.BM3Dv2(basic_f, s1, 3, 12, 0, 2, 8) | |
line_f = clip_yf.bm3dcuda_rtc.BM3Dv2(final_f, s2, 3, 15, 0, 2, 8) | |
line = Depth(line_f, 16) | |
clearplane = DFTTest(Depth(final_f, 16), tbsize=1) | |
emask = gamma_curve(clearplane, g).tcanny.TCanny(1, mode=0, op=3) | |
emask = iterate(emask, core.std.Maximum, 2) | |
emask = iterate(emask, core.std.Inflate, 2) | |
emask = core.std.Expr([emask, clearplane], f"y {dark} > 0 x ?") | |
tref = QTGMC(clip_y, InputType=1, Sharpness=0, SourceMatch=3) | |
ttp = clip_y.ttmpsm.TTempSmooth(3, 5, 3, 3, pfclip=tref) | |
ttp = core.std.MaskedMerge(ttp, line, emask) | |
ttp_f = Depth(ttp, 32) | |
vfinal_f = ttp_f.bm3dcuda_rtc.BM3Dv2(clip_yf, s3, 3, 12, 1, 2, 8) | |
vfinal = Depth(vfinal_f, 16) | |
if clip.format.color_family == YUV: | |
vfinal = MergeChroma(vfinal, clip) | |
if origdep != 16: | |
vfinal = Depth(vfinal, origdep) | |
return vfinal |
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