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RemoveDirtMC_SE

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  1. #########################################################################################################################
  2. ###                                                                                                                   ###
  3. ###                                                  RemoveDirtMC                                                     ###
  4. ###                                                      v1.53                                                        ###
  5. ###                                               **SPECIAL EDITION**                                                 ###
  6. ###                                                   By NEPHILIS                                                     ###
  7. ###                                                      @2011                                                        ###
  8. ###                                    mod by Great Dragon to work with NLMeansCL2                                    ###
  9. ###                                 mod2 by A.SONY to make it more friendly in motions                                ###
  10. #########################################################################################################################
  11.  
  12. ##################################################################
  13. ##                                                              ##
  14. ## --------------                                               ##
  15. ## Requirements : - MVTools      (v2.5.11.2)                    ##
  16. ## --------------                                               ##
  17. ##         - RemoveGrainT (v1.0) package                        ##
  18. ##         - RemoveDirt   (v0.9) package                        ##
  19. ##         - AvsRecursion (v0.2)                                ##
  20. ##         - FluxSmooth   (v1.1)                                ##
  21. ##                                                              ##
  22. ##           As Additional                                      ##
  23. ##              --------                                        ##
  24. ##        => To Prefiltering with FFT3DFilter                   ##
  25. ##         - FFT3DFilter  (v2.1.1)                              ##
  26. ##         - Dither_Luma_Rebuild from SMDegrain or elsewhere    ##
  27. ##              --------                                        ##
  28. ##        => To Prefiltering with NLMeansCL2                    ##
  29. ##         - NLMeansCL2.dll v0.4.0 (2015-01-08)                 ##
  30. ##                                                              ##
  31. ##################################################################
  32.  
  33. ##########################################################################################################################
  34. # -------                                                                                                                #
  35. # Usage :                                                                                                                #
  36. # -------                                                                                                                #
  37. #                                                                                                                        #
  38. # RemoveDirtMC_SE(clip input, bool"GPU", int"radius", int"repmode", int"clmode", bool"TwoPass", int"thSAD", int"thSADC") #
  39. #                                                                                                                        #
  40. ##########################################################################################################################
  41.  
  42. ##################
  43. # -----------    #
  44. # PARAMETERS:    #
  45. # -----------    #
  46. ##################
  47.  
  48. ##########################################################################################################################
  49. #
  50. # ----------
  51. # GPU       : -- To choose NLMeansCL or FFT3Dfilter for PreFiltering process.
  52. # ----------     ATI GPU owners should use "GPU=false"
  53. #                
  54. # ----------
  55. # Radius    : -- Temporal Radius for MDeGrain at second stage DeNoising.
  56. # ----------
  57. #
  58. # ----------
  59. # repmode   : -- Repair mode value in main RemoveDirtSE function.
  60. # ----------    
  61. #
  62. # ----------
  63. # clmode    : -- RemoveGrain mode value in main RemoveDirtSE function.
  64. # ----------
  65. #
  66. # ----------
  67. # Twopass   : -- To make a Temporal Denoising (MDeGrain) after Spatial Denoising (RemoveDirtSE).  
  68. # ----------  
  69. #
  70. # ----------
  71. # thSAD,
  72. # thSADC    : -- MDeGrain's thSAD and thSADC parameters.
  73. # ----------
  74. #
  75. ##########################################################################################################################
  76.  
  77. Function RemoveDirtMC_SE(clip input, bool"GPU", int"radius", int"repmode", int"clmode", bool"TwoPass", int"thSAD", int"thSADC", int"resrepmode",float "rStr",float "Amp", bool "luma_rebuild", clip "PreNR", bool "recalculate", int "limit", bool "_grey", int "noisy", int "dist", int "gmthreshold", string "RDSE_params", int "mcthSAD", int "pel", int "dct", int "thSCD1", int "thSCD2")
  78.  
  79. {
  80.  
  81. version  = "v1.53"
  82.  
  83.      GPU = default(GPU,     true)
  84.    _grey = default(_grey,  false)
  85.   radius = default(radius,     2)
  86.  repmode = default(repmode,   16)
  87.   clmode = default(clmode,     5)
  88.  TwoPass = default(TwoPass, true)
  89.    thSAD = default(thSAD ,   150)
  90.    thSAD2= thSAD/2
  91.   thSADC = default(thSADC, thSAD)
  92.    rStr  = default( rStr,    1.0)
  93.    Amp   = default( Amp,  0.0625)
  94.  luma_rebuild = default(luma_rebuild,   true)
  95.  recalculate  = default(recalculate, TwoPass)
  96.    
  97.       ox = input.width()
  98.       oy = input.height()
  99.       HD = (ox > 1099 || oy > 599)
  100.      pel = default( pel, HD ? 1 : 2 )
  101.  blksize = HD ? 16 : 8
  102.  blksize2= int(blksize/2) + (int(blksize/2)%2)
  103.   search = HD ? 4 : 5
  104.  overlap = blksize/2
  105.  overlap2= int(overlap/2) + (int(overlap/2)%2)
  106.  
  107.          src = input
  108.        PreNR = defined(PreNR) ? PreNR : (GPU==true) ? src.NLMeansCL2(h=radius*1.5,u=3,v=3).TemporalDeGrain_SE(5,9,_grey=_grey) \
  109.                            : src.FFT3DFilter(sigma=radius*2,plane=_grey ? 0 : 4,bw=16,bh=16,ow=8,oh=8,bt=3,wintype=1).TemporalDeGrain_SE(5,9,_grey=_grey)
  110.        PreNR = luma_rebuild ? isyuy2(input) ? PreNR.Interleaved2Planar(_grey).dither_luma_rebuild(S0=rStr,c=Amp,uv=_grey ? 1 : 3).Planar2Interleaved(_grey) \
  111.                            : PreNR.dither_luma_rebuild(S0=rStr,c=Amp,uv=_grey ? 1 : 3) : PreNR
  112.  PreNR_super = MSuper(PreNR,hpad=4,vpad=4,pel=pel,sharp=2,chroma=!_grey)
  113.    src_super = MSuper(src  ,hpad=4,vpad=4,pel=pel,sharp=2,levels=1,chroma=!_grey)
  114.   recalc_sup = recalculate ? MSuper(PreNR  ,hpad=4,vpad=4,pel=pel,sharp=2,levels=1,chroma=!_grey) : nop()
  115.  
  116.  bwv1 = MAnalyse(PreNR_super, blksize=blksize, search=search, isb=true,  delta=1, dct=dct, overlap=overlap, truemotion=true,chroma=!_grey)
  117.  bwv2 = (radius>=2) ? \
  118.     MAnalyse(PreNR_super, blksize=blksize, search=search, isb=true,  delta=2, dct=dct, overlap=overlap, truemotion=true,chroma=!_grey) : nop()
  119.  bwv3 = (radius==3) ? \
  120.     MAnalyse(PreNR_super, blksize=blksize, search=search, isb=true,  delta=3, dct=dct, overlap=overlap, truemotion=true,chroma=!_grey) : nop()
  121.  fwv1 = MAnalyse(PreNR_super, blksize=blksize, search=search, isb=false, delta=1, dct=dct, overlap=overlap, truemotion=true,chroma=!_grey)
  122.  fwv2 = (radius>=2) ? \
  123.     MAnalyse(PreNR_super, blksize=blksize, search=search, isb=false, delta=2, dct=dct, overlap=overlap, truemotion=true,chroma=!_grey) : nop()
  124.  fwv3 = (radius==3) ? \
  125.     MAnalyse(PreNR_super, blksize=blksize, search=search, isb=false, delta=3, dct=dct, overlap=overlap, truemotion=true,chroma=!_grey) : nop()
  126.    
  127.    
  128.     recalculate ? Eval("""
  129. bwv1 = MRecalculate(recalc_sup,bwv1, blksize=blksize2, search=search, dct=dct, overlap=overlap2,thSAD=thSAD2, truemotion=true,chroma=!_grey)
  130. bwv2 = (radius>=2) ? \
  131.     MRecalculate(recalc_sup,bwv2, blksize=blksize2, search=search, dct=dct, overlap=overlap2,thSAD=thSAD2, truemotion=true,chroma=!_grey) : nop()
  132. bwv3 = (radius==3) ? \
  133.     MRecalculate(recalc_sup,bwv3, blksize=blksize2, search=search, dct=dct, overlap=overlap2,thSAD=thSAD2, truemotion=true,chroma=!_grey) : nop()
  134. fwv1 = MRecalculate(recalc_sup,fwv1, blksize=blksize2, search=search, dct=dct, overlap=overlap2,thSAD=thSAD2, truemotion=true)
  135. fwv2 = (radius>=2) ? \
  136.     MRecalculate(recalc_sup,fwv2, blksize=blksize2, search=search, dct=dct, overlap=overlap2,thSAD=thSAD2, truemotion=true,chroma=!_grey) : nop()
  137. fwv3 = (radius==3) ? \
  138.     MRecalculate(recalc_sup,fwv3, blksize=blksize2, search=search, dct=dct, overlap=overlap2,thSAD=thSAD2, truemotion=true,chroma=!_grey) : nop()
  139.                  """) : nop()
  140.    
  141.  
  142.  bcomp = MCompensate(src,src_super,bwv1,thSAD=defined(mcthSAD) ? mcthSAD : TwoPass ? undefined : thSAD, thSCD1=thSCD1, thSCD2=thSCD2)
  143.  fcomp = MCompensate(src,src_super,fwv1,thSAD=defined(mcthSAD) ? mcthSAD : TwoPass ? undefined : thSAD, thSCD1=thSCD1, thSCD2=thSCD2)
  144.  
  145.  NR1 = src.RemoveDirtSE(fcomp, bcomp, limit=limit, _grey=_grey, noisy=noisy, dist=dist, gmthreshold=gmthreshold, repmode=repmode, clmode=clmode, resrepmode=resrepmode, RDSE_params=RDSE_params)
  146.  NR1_super = ( TwoPass==true  ) ? MSuper(NR1,hpad=4,vpad=4,pel=pel,sharp=2,levels=1,chroma=!_grey) : nop()
  147.        NR2 = ( TwoPass==false ) ? NR1
  148. \          : (  radius==1  ) ? MDeGrain1(NR1, NR1_super, bwv1, fwv1, thSAD=thSAD, thSADC=thSADC,plane=_grey ? 0 : 4, thSCD1=thSCD1, thSCD2=thSCD2)
  149. \          : (  radius==2  ) ? MDeGrain2(NR1, NR1_super, bwv1, bwv2, fwv1, fwv2, thSAD=thSAD, thSADC=thSADC,plane=_grey ? 0 : 4, thSCD1=thSCD1, thSCD2=thSCD2)
  150. \          :                   MDeGrain3(NR1, NR1_super, bwv1, bwv2, bwv3, fwv1, fwv2, fwv3, thSAD=thSAD, thSADC=thSADC,plane=_grey ? 0 : 4, thSCD1=thSCD1, thSCD2=thSCD2)
  151.     Return(NR2)
  152.  
  153. }
  154.  
  155. function TemporalDeGrain_SE(clip input, int "mode", int "thr", bool "_grey")
  156.  
  157. {
  158.   _grey       = default(_grey, false)
  159. input = isYUY2(input) ? input.Interleaved2Planar(_grey) : input
  160.     mode = default(mode, 5)
  161.     thr  = default(thr,  8)
  162.     rg = RemoveGrain(input, mode=mode, modeU=_grey ? -1 : mode, Planar=true)
  163.     tr = TemporalRepair(rg, input, grey=_grey, Planar=true)
  164. tr = isYUY2(input) ? tr.Planar2Interleaved(_grey) : tr
  165.         fs = FluxSmoothT(tr,thr)
  166.     Return(fs)
  167.      
  168. }
  169.  
  170. function RemoveDirtSE(clip input, clip fcomp, clip bcomp, int "limit", bool "_grey", int "noisy", int "dist", int "gmthreshold", int "repmode", int "clmode", int "resrepmode", string "RDSE_params")
  171.  
  172. {
  173.   _grey       = default(_grey, false)
  174.   limit       = default(limit,8)
  175.   noisy       = default(noisy,12)
  176.   dist        = default(dist,1)
  177.   gmthreshold = default(gmthreshold,50)
  178.   RDSE_params = default(RDSE_params, "") # RestoreMotionBlocks
  179. input = isYUY2(input) ? input.Interleaved2Planar(_grey) : input
  180. fcomp = isYUY2(input) ? fcomp.Interleaved2Planar(_grey) : fcomp
  181. bcomp = isYUY2(input) ? bcomp.Interleaved2Planar(_grey) : bcomp
  182.      
  183.     repmode = default(repmode, 16)
  184.      resrepmode = default(resrepmode,repmode)
  185.      clmode = default(clmode,   5)
  186.     clensed = interleave(fcomp,input,bcomp).Clense(cache=-1, grey=_grey, Planar=true).selectevery(3,1)
  187.       clensedn2 = repmode==0 && resrepmode!=0 ? undefined : Clense(input, cache=-1, grey=_grey, Planar=true)
  188.      sbegin = ForwardClense(input, cache=-1, grey=_grey, Planar=true)
  189.        send = BackwardClense(input, cache=-1, grey=_grey, Planar=true)
  190.         alt = SCSelect(input, sbegin, send, clensed, debug=false, Planar=true)
  191.         alt = repmode==0 ? alt : Repair(alt, input, mode=repmode, modeU=_grey ? -1 : repmode, Planar=true)
  192.     restore = resrepmode==0 ? clensed : Repair(clensed, input, mode=resrepmode, modeU=_grey ? -1 : resrepmode, Planar=true)
  193.       corrected = Eval("RestoreMotionBlocks(clensed, restore, neighbour=input, neighbour2=clensedn2, alternative=alt, gmthreshold=gmthreshold, \
  194.                       dist=dist, dmode=2, debug=false, noise=limit, noisy=noisy, grey=_grey, Planar=true" + RDSE_params + ")")
  195.      postNR0 = clmode == 0 ? corrected : RemoveGrain(corrected, mode=clmode, modeU=_grey ? -1 : clmode, Planar=true)
  196.      postNR1 = isYUY2(input) ? postNR0.Planar2Interleaved(_grey) : postNR0
  197.      Return(postNR1)
  198.    
  199. }
  200.  
  201.  
  202. function RemoveDirtMC_SE_nofade(clip input, int "cache")
  203. {
  204.     cache   = default(cache,10)
  205. input
  206. global rdcpm=0
  207. global rdnpm=0
  208. global rdcav=0
  209. global rdnav=0
  210. ScriptClip("""
  211. preb=Blur(1.5)
  212. RemoveDirtclip=RemoveDirtMC_SE(twopass=false,clmode=0,rstr=1.5,PreNR=FFT3DFilter(sigma=4,plane=4,bw=16,bh=16,ow=8,oh=8,bt=3,wintype=1).ColorYUV(autogain=true).TemporalDeGrain_SE(5,9))
  213.  
  214. cfr=current_frame
  215. rdppm=cfr<3 ? 0 : rdcpm
  216. global rdcpm=cfr<2 ? 0 : rdnpm
  217. global rdnpm=preb.trim(1,0).YPlaneMedian()
  218.  
  219. rdpav=cfr<3 ? 0 : rdcav
  220. global rdcav=cfr<2 ? 0 : rdnav
  221. global rdnav=preb.trim(1,0).AverageLuma()
  222.  
  223. fadedec=(rdcpm > rdnpm && rdcpm < rdppm) || (rdcpm < rdnpm && rdcpm > rdppm)
  224.  
  225. fadedec && (abs(rdcav-rdnav) < 12 && abs(rdcav-rdpav) < 12) ? last : RemoveDirtclip
  226.  
  227. """)
  228. cache<0 ? last : last.RequestLinear(8, cache, 5, false, false)
  229. }
  230.  
  231. function snofade(clip "o", clip "filtered", int "cache")
  232. {
  233.     cache   = default(cache,10)
  234. o
  235. global rdcpm=0
  236. global rdnpm=0
  237. global rdcav=0
  238. global rdnav=0
  239. global snofadeclip = filtered
  240. ScriptClip("""
  241. preb=Blur(1.5)
  242.  
  243. cfr=current_frame
  244. rdppm=cfr<3 ? 0 : rdcpm
  245. global rdcpm=cfr<2 ? 0 : rdnpm
  246. global rdnpm=preb.trim(1,0).YPlaneMedian()
  247.  
  248. rdpav=cfr<3 ? 0 : rdcav
  249. global rdcav=cfr<2 ? 0 : rdnav
  250. global rdnav=preb.trim(1,0).AverageLuma()
  251.  
  252. fadedec=(rdcpm > rdnpm && rdcpm < rdppm) || (rdcpm < rdnpm && rdcpm > rdppm)
  253.  
  254. fadedec && (abs(rdcav-rdnav) < 12 && abs(rdcav-rdpav) < 12) ? last : snofadeclip
  255.  
  256. """)
  257. cache<0 ? last : last.RequestLinear(8, cache, 5, false, false)
  258. }
  259.  
  260. function snofadeg(clip "o", clip "filtered")
  261. {
  262. o
  263. gScriptClip("""
  264. preb=Blur(1.5)
  265.  
  266. pav=preb.YPlaneMedian(-1)
  267. cav=preb.YPlaneMedian()
  268. nav=preb.YPlaneMedian(1)
  269.  
  270. fadedec=(cav > nav && cav < pav) || (cav < nav && cav > pav)
  271.  
  272. fadedec && (preb.YDifferenceToNext < 12 && preb.YDifferenceFromPrevious < 12) ? last : filtered
  273.  
  274. """, args="filtered")
  275. }
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