X-Git-Url: http://git.euphorik.ch/?p=master-thesis.git;a=blobdiff_plain;f=Parasitemia%2FParasitemia%2FImgTools.fs;h=f7e5a4af45a969c27d5fe69abdcc5240ffb86d5b;hp=c34b9c76469c17d49d4af615781391db67cfb08a;hb=5b68d946369f998865d2dd330fd3b374b2b9a0ad;hpb=e76da913cd58078ad2479357b2430ed62a6e0777 diff --git a/Parasitemia/Parasitemia/ImgTools.fs b/Parasitemia/Parasitemia/ImgTools.fs index c34b9c7..f7e5a4a 100644 --- a/Parasitemia/Parasitemia/ImgTools.fs +++ b/Parasitemia/Parasitemia/ImgTools.fs @@ -25,62 +25,45 @@ let gaussianFilter (img : Image<'TColor, 'TDepth>) (standardDeviation : float) : // Zhang and Suen algorithm. // Modify 'mat' in place. let thin (mat: Matrix) = - let neighbors = [| - (-1, 0) // p2 - (-1, 1) // p3 - ( 0, 1) // p4 - ( 1, 1) // p5 - ( 1, 0) // p6 - ( 1, -1) // p7 - ( 0, -1) // p8 - (-1, -1) |] // p9 - let w = mat.Width let h = mat.Height let mutable data1 = mat.Data - let mutable data2 = Array2D.zeroCreate h w - - // Return the list of neighbor values. - let neighborsValues (p1i, p1j) = - Array.map (fun (ni, nj) -> - let pi = p1i + ni - let pj = p1j + nj - if pi < 0 || pi >= h || pj < 0 || pj >= w then 0uy else data1.[pi, pj] - ) neighbors - - // Return the number of 01 pattern in 'values' in a circular way. - let pattern01 (values: byte[]) = - let mutable nb = 0 - let mutable lastValue = 255uy - for v in values do - if lastValue = 0uy && v = 1uy - then - nb <- nb + 1 - lastValue <- v - if lastValue = 0uy && values.[0] = 1uy - then - nb <- nb + 1 - nb + let mutable data2 = Array2D.copy data1 let mutable pixelChanged = true let mutable oddIteration = true + while pixelChanged do pixelChanged <- false for i in 0..h-1 do for j in 0..w-1 do if data1.[i, j] = 1uy then - let values = neighborsValues (i, j) - let s = Array.reduce (+) values - if s >= 2uy && s <= 6uy && - pattern01 values = 1 && - (not oddIteration || (values.[0] * values.[2] * values.[4] = 0uy && values.[2] * values.[4] * values.[6] = 0uy)) && // Odd iteration. - (oddIteration || (values.[0] * values.[2] * values.[6] = 0uy && values.[0] * values.[4] * values.[6] = 0uy)) // Even iterations. + let p2 = if i = 0 then 0uy else data1.[i-1, j] + let p3 = if i = 0 || j = w-1 then 0uy else data1.[i-1, j+1] + let p4 = if j = w-1 then 0uy else data1.[i, j+1] + let p5 = if i = h-1 || j = w-1 then 0uy else data1.[i+1, j+1] + let p6 = if i = h-1 then 0uy else data1.[i+1, j] + let p7 = if i = h-1 || j = 0 then 0uy else data1.[i+1, j-1] + let p8 = if j = 0 then 0uy else data1.[i, j-1] + let p9 = if i = 0 || j = 0 then 0uy else data1.[i-1, j-1] + + let sumNeighbors = p2 + p3 + p4 + p5 + p6 + p7 + p8 + p9 + if sumNeighbors >= 2uy && sumNeighbors <= 6uy && + (if p2 = 0uy && p3 = 1uy then 1 else 0) + + (if p3 = 0uy && p4 = 1uy then 1 else 0) + + (if p4 = 0uy && p5 = 1uy then 1 else 0) + + (if p5 = 0uy && p6 = 1uy then 1 else 0) + + (if p6 = 0uy && p7 = 1uy then 1 else 0) + + (if p7 = 0uy && p8 = 1uy then 1 else 0) + + (if p8 = 0uy && p9 = 1uy then 1 else 0) + + (if p9 = 0uy && p2 = 1uy then 1 else 0) = 1 && + if oddIteration + then p2 * p4 * p6 = 0uy && p4 * p6 * p8 = 0uy + else p2 * p4 * p8 = 0uy && p2 * p6 * p8 = 0uy then data2.[i, j] <- 0uy pixelChanged <- true - else - data2.[i, j] <- 1uy else data2.[i, j] <- 0uy @@ -90,7 +73,6 @@ let thin (mat: Matrix) = data2 <- tmp - let pop (l: List<'a>) : 'a = let n = l.[l.Count - 1] l.RemoveAt(l.Count - 1) @@ -174,10 +156,6 @@ let saveMat (mat: Matrix<'TDepth>) (filepath: string) = mat.CopyTo(img) saveImg img filepath -(*let drawEllipse (img: Image<'TColor, 'TDepth>) (e: Types.Ellipse) (color: 'TColor) = - let e' = Ellipse(PointF(float32 e.cx, float32 e.cy), SizeF(2.0f * float32 e.a, 2.0f * float32 e.b), float32 e.alpha) - img.Draw(e', color)*) - let drawLine (img: Image<'TColor, 'TDepth>) (color: 'TColor) (x0: int) (y0: int) (x1: int) (y1: int) = img.Draw(LineSegment2D(Point(x0, y0), Point(x1, y1)), color, 1);