// Copyright 2011 The Go Authors. All rights reserved. // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. package resize import ( "image" "image/color" ) // Resize returns a scaled copy of the image slice r of m. // The returned image has width w and height h. func Resize(m image.Image, r image.Rectangle, w, h int) image.Image { if w < 0 || h < 0 { return nil } if w == 0 || h == 0 || r.Dx() <= 0 || r.Dy() <= 0 { return image.NewRGBA64(image.Rect(0, 0, w, h)) } switch m := m.(type) { case *image.RGBA: return resizeRGBA(m, r, w, h) case *image.YCbCr: if m, ok := resizeYCbCr(m, r, w, h); ok { return m } } ww, hh := uint64(w), uint64(h) dx, dy := uint64(r.Dx()), uint64(r.Dy()) // The scaling algorithm is to nearest-neighbor magnify the dx * dy source // to a (ww*dx) * (hh*dy) intermediate image and then minify the intermediate // image back down to a ww * hh destination with a simple box filter. // The intermediate image is implied, we do not physically allocate a slice // of length ww*dx*hh*dy. // For example, consider a 4*3 source image. Label its pixels from a-l: // abcd // efgh // ijkl // To resize this to a 3*2 destination image, the intermediate is 12*6. // Whitespace has been added to delineate the destination pixels: // aaab bbcc cddd // aaab bbcc cddd // eeef ffgg ghhh // // eeef ffgg ghhh // iiij jjkk klll // iiij jjkk klll // Thus, the 'b' source pixel contributes one third of its value to the // (0, 0) destination pixel and two thirds to (1, 0). // The implementation is a two-step process. First, the source pixels are // iterated over and each source pixel's contribution to 1 or more // destination pixels are summed. Second, the sums are divided by a scaling // factor to yield the destination pixels. // TODO: By interleaving the two steps, instead of doing all of // step 1 first and all of step 2 second, we could allocate a smaller sum // slice of length 4*w*2 instead of 4*w*h, although the resultant code // would become more complicated. n, sum := dx*dy, make([]uint64, 4*w*h) for y := r.Min.Y; y < r.Max.Y; y++ { for x := r.Min.X; x < r.Max.X; x++ { // Get the source pixel. r32, g32, b32, a32 := m.At(x, y).RGBA() r64 := uint64(r32) g64 := uint64(g32) b64 := uint64(b32) a64 := uint64(a32) // Spread the source pixel over 1 or more destination rows. py := uint64(y) * hh for remy := hh; remy > 0; { qy := dy - (py % dy) if qy > remy { qy = remy } // Spread the source pixel over 1 or more destination columns. px := uint64(x) * ww index := 4 * ((py/dy)*ww + (px / dx)) for remx := ww; remx > 0; { qx := dx - (px % dx) if qx > remx { qx = remx } sum[index+0] += r64 * qx * qy sum[index+1] += g64 * qx * qy sum[index+2] += b64 * qx * qy sum[index+3] += a64 * qx * qy index += 4 px += qx remx -= qx } py += qy remy -= qy } } } return average(sum, w, h, n*0x0101) } // average convert the sums to averages and returns the result. func average(sum []uint64, w, h int, n uint64) image.Image { ret := image.NewRGBA(image.Rect(0, 0, w, h)) for y := 0; y < h; y++ { for x := 0; x < w; x++ { index := 4 * (y*w + x) ret.SetRGBA(x, y, color.RGBA{ uint8(sum[index+0] / n), uint8(sum[index+1] / n), uint8(sum[index+2] / n), uint8(sum[index+3] / n), }) } } return ret } // resizeYCbCr returns a scaled copy of the YCbCr image slice r of m. // The returned image has width w and height h. func resizeYCbCr(m *image.YCbCr, r image.Rectangle, w, h int) (image.Image, bool) { var verticalRes int switch m.SubsampleRatio { case image.YCbCrSubsampleRatio420: verticalRes = 2 case image.YCbCrSubsampleRatio422: verticalRes = 1 default: return nil, false } ww, hh := uint64(w), uint64(h) dx, dy := uint64(r.Dx()), uint64(r.Dy()) // See comment in Resize. n, sum := dx*dy, make([]uint64, 4*w*h) for y := r.Min.Y; y < r.Max.Y; y++ { Y := m.Y[y*m.YStride:] Cb := m.Cb[y/verticalRes*m.CStride:] Cr := m.Cr[y/verticalRes*m.CStride:] for x := r.Min.X; x < r.Max.X; x++ { // Get the source pixel. r8, g8, b8 := color.YCbCrToRGB(Y[x], Cb[x/2], Cr[x/2]) r64 := uint64(r8) g64 := uint64(g8) b64 := uint64(b8) // Spread the source pixel over 1 or more destination rows. py := uint64(y) * hh for remy := hh; remy > 0; { qy := dy - (py % dy) if qy > remy { qy = remy } // Spread the source pixel over 1 or more destination columns. px := uint64(x) * ww index := 4 * ((py/dy)*ww + (px / dx)) for remx := ww; remx > 0; { qx := dx - (px % dx) if qx > remx { qx = remx } qxy := qx * qy sum[index+0] += r64 * qxy sum[index+1] += g64 * qxy sum[index+2] += b64 * qxy sum[index+3] += 0xFFFF * qxy index += 4 px += qx remx -= qx } py += qy remy -= qy } } } return average(sum, w, h, n), true } // resizeRGBA returns a scaled copy of the RGBA image slice r of m. // The returned image has width w and height h. func resizeRGBA(m *image.RGBA, r image.Rectangle, w, h int) image.Image { ww, hh := uint64(w), uint64(h) dx, dy := uint64(r.Dx()), uint64(r.Dy()) // See comment in Resize. n, sum := dx*dy, make([]uint64, 4*w*h) for y := r.Min.Y; y < r.Max.Y; y++ { pixOffset := m.PixOffset(r.Min.X, y) for x := r.Min.X; x < r.Max.X; x++ { // Get the source pixel. r64 := uint64(m.Pix[pixOffset+0]) g64 := uint64(m.Pix[pixOffset+1]) b64 := uint64(m.Pix[pixOffset+2]) a64 := uint64(m.Pix[pixOffset+3]) pixOffset += 4 // Spread the source pixel over 1 or more destination rows. py := uint64(y) * hh for remy := hh; remy > 0; { qy := dy - (py % dy) if qy > remy { qy = remy } // Spread the source pixel over 1 or more destination columns. px := uint64(x) * ww index := 4 * ((py/dy)*ww + (px / dx)) for remx := ww; remx > 0; { qx := dx - (px % dx) if qx > remx { qx = remx } qxy := qx * qy sum[index+0] += r64 * qxy sum[index+1] += g64 * qxy sum[index+2] += b64 * qxy sum[index+3] += a64 * qxy index += 4 px += qx remx -= qx } py += qy remy -= qy } } } return average(sum, w, h, n) } // Resample returns a resampled copy of the image slice r of m. // The returned image has width w and height h. func Resample(m image.Image, r image.Rectangle, w, h int) image.Image { if w < 0 || h < 0 { return nil } if w == 0 || h == 0 || r.Dx() <= 0 || r.Dy() <= 0 { return image.NewRGBA64(image.Rect(0, 0, w, h)) } curw, curh := r.Dx(), r.Dy() img := image.NewRGBA(image.Rect(0, 0, w, h)) for y := 0; y < h; y++ { for x := 0; x < w; x++ { // Get a source pixel. subx := x * curw / w suby := y * curh / h r32, g32, b32, a32 := m.At(subx, suby).RGBA() r := uint8(r32 >> 8) g := uint8(g32 >> 8) b := uint8(b32 >> 8) a := uint8(a32 >> 8) img.SetRGBA(x, y, color.RGBA{r, g, b, a}) } } return img }