go.image/vp8l: new package.

The blue-purple-pink image comes from
http://blog.golang.org/gophercon

The tux and yellow_rose images come from
https://developers.google.com/speed/webp/gallery2 and according to
that page, those images are in the public domain.

The gopher-doc images are http://golang.org/doc/gopher/doc.png
after quantizing its palette to 2/4/16/256 colors.

LGTM=r
R=r
CC=golang-codereviews
https://golang.org/cl/109010043
This commit is contained in:
Nigel Tao 2014-06-17 21:51:57 +10:00
parent a1da419f1a
commit 94ba43c478
20 changed files with 1300 additions and 33 deletions

BIN
testdata/blue-purple-pink.lossless.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 19 KiB

BIN
testdata/gopher-doc.1bpp.lossless.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 442 B

BIN
testdata/gopher-doc.1bpp.png vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.0 KiB

BIN
testdata/gopher-doc.2bpp.lossless.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 772 B

BIN
testdata/gopher-doc.2bpp.png vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.5 KiB

BIN
testdata/gopher-doc.4bpp.lossless.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.4 KiB

BIN
testdata/gopher-doc.4bpp.png vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.6 KiB

BIN
testdata/gopher-doc.8bpp.lossless.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.4 KiB

BIN
testdata/gopher-doc.8bpp.png vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 6.7 KiB

BIN
testdata/tux.lossless.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 29 KiB

BIN
testdata/tux.png vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 40 KiB

BIN
testdata/yellow_rose.lossless.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 89 KiB

BIN
testdata/yellow_rose.lossy.webp vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 14 KiB

BIN
testdata/yellow_rose.png vendored Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 122 KiB

View File

@ -2,7 +2,7 @@
// Use of this source code is governed by a BSD-style // Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file. // license that can be found in the LICENSE file.
// Package vp8 implements a vp8 image and video decoder. // Package vp8 implements a decoder for the VP8 lossy image format.
// //
// The VP8 specification is RFC 6386. // The VP8 specification is RFC 6386.
package vp8 package vp8

599
vp8l/decode.go Normal file
View File

@ -0,0 +1,599 @@
// Copyright 2014 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 vp8l implements a decoder for the VP8L lossless image format.
//
// The VP8L specification is at:
// https://developers.google.com/speed/webp/docs/riff_container
package vp8l
import (
"bufio"
"errors"
"image"
"image/color"
"io"
)
var (
errInvalidCodeLengths = errors.New("vp8l: invalid code lengths")
errInvalidHuffmanTree = errors.New("vp8l: invalid Huffman tree")
)
// colorCacheMultiplier is the multiplier used for the color cache hash
// function, specified in section 4.2.3.
const colorCacheMultiplier = 0x1e35a7bd
// distanceMapTable is the look-up table for distanceMap.
var distanceMapTable = [120]uint8{
0x18, 0x07, 0x17, 0x19, 0x28, 0x06, 0x27, 0x29, 0x16, 0x1a,
0x26, 0x2a, 0x38, 0x05, 0x37, 0x39, 0x15, 0x1b, 0x36, 0x3a,
0x25, 0x2b, 0x48, 0x04, 0x47, 0x49, 0x14, 0x1c, 0x35, 0x3b,
0x46, 0x4a, 0x24, 0x2c, 0x58, 0x45, 0x4b, 0x34, 0x3c, 0x03,
0x57, 0x59, 0x13, 0x1d, 0x56, 0x5a, 0x23, 0x2d, 0x44, 0x4c,
0x55, 0x5b, 0x33, 0x3d, 0x68, 0x02, 0x67, 0x69, 0x12, 0x1e,
0x66, 0x6a, 0x22, 0x2e, 0x54, 0x5c, 0x43, 0x4d, 0x65, 0x6b,
0x32, 0x3e, 0x78, 0x01, 0x77, 0x79, 0x53, 0x5d, 0x11, 0x1f,
0x64, 0x6c, 0x42, 0x4e, 0x76, 0x7a, 0x21, 0x2f, 0x75, 0x7b,
0x31, 0x3f, 0x63, 0x6d, 0x52, 0x5e, 0x00, 0x74, 0x7c, 0x41,
0x4f, 0x10, 0x20, 0x62, 0x6e, 0x30, 0x73, 0x7d, 0x51, 0x5f,
0x40, 0x72, 0x7e, 0x61, 0x6f, 0x50, 0x71, 0x7f, 0x60, 0x70,
}
// distanceMap maps a LZ77 backwards reference distance to a two-dimensional
// pixel offset, specified in section 4.2.2.
func distanceMap(w int32, code uint32) int32 {
if int32(code) > int32(len(distanceMapTable)) {
return int32(code) - int32(len(distanceMapTable))
}
distCode := int32(distanceMapTable[code-1])
yOffset := distCode >> 4
xOffset := 8 - distCode&0xf
if d := yOffset*w + xOffset; d >= 1 {
return d
}
return 1
}
// decoder holds the bit-stream for a VP8L image.
type decoder struct {
r io.ByteReader
bits uint32
nBits uint32
}
// read reads the next n bits from the decoder's bit-stream.
func (d *decoder) read(n uint32) (uint32, error) {
for d.nBits < n {
c, err := d.r.ReadByte()
if err != nil {
if err == io.EOF {
err = io.ErrUnexpectedEOF
}
return 0, err
}
d.bits |= uint32(c) << d.nBits
d.nBits += 8
}
u := d.bits & (1<<n - 1)
d.bits >>= n
d.nBits -= n
return u, nil
}
// decodeTransform decodes the next transform and the width of the image after
// transformation (or equivalently, before inverse transformation), specified
// in section 3.
func (d *decoder) decodeTransform(w int32, h int32) (t transform, newWidth int32, err error) {
t.oldWidth = w
t.transformType, err = d.read(2)
if err != nil {
return transform{}, 0, err
}
switch t.transformType {
case transformTypePredictor, transformTypeCrossColor:
t.bits, err = d.read(3)
if err != nil {
return transform{}, 0, err
}
t.bits += 2
t.pix, err = d.decodePix(nTiles(w, t.bits), nTiles(h, t.bits), 0, false)
if err != nil {
return transform{}, 0, err
}
case transformTypeSubtractGreen:
// No-op.
case transformTypeColorIndexing:
nColors, err := d.read(8)
if err != nil {
return transform{}, 0, err
}
nColors++
t.bits = 0
switch {
case nColors <= 2:
t.bits = 3
case nColors <= 4:
t.bits = 2
case nColors <= 16:
t.bits = 1
}
w = nTiles(w, t.bits)
pix, err := d.decodePix(int32(nColors), 1, 4*256, false)
if err != nil {
return transform{}, 0, err
}
for p := 4; p < len(pix); p += 4 {
pix[p+0] += pix[p-4]
pix[p+1] += pix[p-3]
pix[p+2] += pix[p-2]
pix[p+3] += pix[p-1]
}
// The C code fills in palette entries past the nColors upper limit as
// transparent black. In Go, we re-slice up to 256 4-byte pixels.
t.pix = pix[:4*256]
}
return t, w, nil
}
// repeatsCodeLength is the minimum code length for repeated codes.
const repeatsCodeLength = 16
// These magic numbers are specified at the end of section 5.2.2.
// The 3-length arrays apply to code lengths >= repeatsCodeLength.
var (
codeLengthCodeOrder = [19]uint8{
17, 18, 0, 1, 2, 3, 4, 5, 16, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15,
}
repeatBits = [3]uint8{2, 3, 7}
repeatOffsets = [3]uint8{3, 3, 11}
)
// decodeCodeLengths decodes a Huffman tree's code lengths which are themselves
// encoded via a Huffman tree, specified in section 5.2.2.
func (d *decoder) decodeCodeLengths(dst []uint32, codeLengthCodeLengths []uint32) error {
h := hTree{}
if err := h.build(codeLengthCodeLengths); err != nil {
return err
}
maxSymbol := len(dst)
useLength, err := d.read(1)
if err != nil {
return err
}
if useLength != 0 {
n, err := d.read(3)
if err != nil {
return err
}
n = 2 + 2*n
ms, err := d.read(n)
if err != nil {
return err
}
maxSymbol = int(ms) + 2
if maxSymbol > len(dst) {
return errInvalidCodeLengths
}
}
prevCodeLength := uint32(0)
for symbol := 0; symbol < len(dst); {
if maxSymbol == 0 {
break
}
maxSymbol--
codeLength, err := h.next(d)
if err != nil {
return err
}
if codeLength < repeatsCodeLength {
dst[symbol] = codeLength
symbol++
if codeLength != 0 {
prevCodeLength = codeLength
}
continue
}
repeat, err := d.read(uint32(repeatBits[codeLength-repeatsCodeLength]))
if err != nil {
return err
}
repeat += uint32(repeatOffsets[codeLength-repeatsCodeLength])
if symbol+int(repeat) > len(dst) {
return errInvalidCodeLengths
}
// A code length of 16 repeats the previous non-zero code.
// A code length of 17 or 18 repeats zeroes.
cl := uint32(0)
if codeLength == 16 {
cl = prevCodeLength
}
for ; repeat > 0; repeat-- {
dst[symbol] = cl
symbol++
}
}
return nil
}
// decodeHuffmanTree decodes a Huffman tree into h.
func (d *decoder) decodeHuffmanTree(h *hTree, alphabetSize uint32) error {
useSimple, err := d.read(1)
if err != nil {
return err
}
if useSimple != 0 {
nSymbols, err := d.read(1)
if err != nil {
return err
}
nSymbols++
firstSymbolLengthCode, err := d.read(1)
if err != nil {
return err
}
firstSymbolLengthCode = 7*firstSymbolLengthCode + 1
var symbols [2]uint32
symbols[0], err = d.read(firstSymbolLengthCode)
if err != nil {
return err
}
if nSymbols == 2 {
symbols[1], err = d.read(8)
if err != nil {
return err
}
}
return h.buildSimple(nSymbols, symbols, alphabetSize)
}
nCodes, err := d.read(4)
if err != nil {
return err
}
nCodes += 4
if int(nCodes) > len(codeLengthCodeOrder) {
return errInvalidHuffmanTree
}
codeLengthCodeLengths := [len(codeLengthCodeOrder)]uint32{}
for i := uint32(0); i < nCodes; i++ {
codeLengthCodeLengths[codeLengthCodeOrder[i]], err = d.read(3)
if err != nil {
return err
}
}
codeLengths := make([]uint32, alphabetSize)
if err = d.decodeCodeLengths(codeLengths, codeLengthCodeLengths[:]); err != nil {
return err
}
return h.build(codeLengths)
}
const (
huffGreen = 0
huffRed = 1
huffBlue = 2
huffAlpha = 3
huffDistance = 4
nHuff = 5
)
// hGroup is an array of 5 Huffman trees.
type hGroup [nHuff]hTree
// decodeHuffmanGroups decodes the one or more hGroups used to decode the pixel
// data. If one hGroup is used for the entire image, then hPix and hBits will
// be zero. If more than one hGroup is used, then hPix contains the meta-image
// that maps tiles to hGroup index, and hBits contains the log-2 tile size.
func (d *decoder) decodeHuffmanGroups(w int32, h int32, topLevel bool, ccBits uint32) (
hGroups []hGroup, hPix []byte, hBits uint32, err error) {
maxHGroupIndex := 0
if topLevel {
useMeta, err := d.read(1)
if err != nil {
return nil, nil, 0, err
}
if useMeta != 0 {
hBits, err = d.read(3)
if err != nil {
return nil, nil, 0, err
}
hBits += 2
hPix, err = d.decodePix(nTiles(w, hBits), nTiles(h, hBits), 0, false)
if err != nil {
return nil, nil, 0, err
}
for p := 0; p < len(hPix); p += 4 {
i := int(hPix[p])<<8 | int(hPix[p+1])
if maxHGroupIndex < i {
maxHGroupIndex = i
}
}
}
}
hGroups = make([]hGroup, maxHGroupIndex+1)
for i := range hGroups {
for j, alphabetSize := range alphabetSizes {
if j == 0 && ccBits > 0 {
alphabetSize += 1 << ccBits
}
if err := d.decodeHuffmanTree(&hGroups[i][j], alphabetSize); err != nil {
return nil, nil, 0, err
}
}
}
return hGroups, hPix, hBits, nil
}
const (
nLiteralCodes = 256
nLengthCodes = 24
nDistanceCodes = 40
)
var alphabetSizes = [nHuff]uint32{
nLiteralCodes + nLengthCodes,
nLiteralCodes,
nLiteralCodes,
nLiteralCodes,
nDistanceCodes,
}
// decodePix decodes pixel data, specified in section 5.2.2.
func (d *decoder) decodePix(w int32, h int32, minCap int32, topLevel bool) ([]byte, error) {
// Decode the color cache parameters.
ccBits, ccShift, ccEntries := uint32(0), uint32(0), ([]uint32)(nil)
useColorCache, err := d.read(1)
if err != nil {
return nil, err
}
if useColorCache != 0 {
ccBits, err = d.read(4)
if err != nil {
return nil, err
}
if ccBits < 1 || 11 < ccBits {
return nil, errors.New("vp8l: invalid color cache parameters")
}
ccShift = 32 - ccBits
ccEntries = make([]uint32, 1<<ccBits)
}
// Decode the Huffman groups.
hGroups, hPix, hBits, err := d.decodeHuffmanGroups(w, h, topLevel, ccBits)
if err != nil {
return nil, err
}
hMask, tilesPerRow := int32(0), int32(0)
if hBits != 0 {
hMask, tilesPerRow = 1<<hBits-1, nTiles(w, hBits)
}
// Decode the pixels.
if minCap < 4*w*h {
minCap = 4 * w * h
}
pix := make([]byte, 4*w*h, minCap)
p, cachedP := 0, 0
x, y := int32(0), int32(0)
hg, lookupHG := &hGroups[0], hMask != 0
for p < len(pix) {
if lookupHG {
i := 4 * (tilesPerRow*(y>>hBits) + (x >> hBits))
hg = &hGroups[uint32(hPix[i])<<8|uint32(hPix[i+1])]
}
green, err := hg[huffGreen].next(d)
if err != nil {
return nil, err
}
switch {
case green < nLiteralCodes:
// We have a literal pixel.
red, err := hg[huffRed].next(d)
if err != nil {
return nil, err
}
blue, err := hg[huffBlue].next(d)
if err != nil {
return nil, err
}
alpha, err := hg[huffAlpha].next(d)
if err != nil {
return nil, err
}
pix[p+0] = uint8(red)
pix[p+1] = uint8(green)
pix[p+2] = uint8(blue)
pix[p+3] = uint8(alpha)
p += 4
x++
if x == w {
x, y = 0, y+1
}
lookupHG = hMask != 0 && x&hMask == 0
case green < nLiteralCodes+nLengthCodes:
// We have a LZ77 backwards reference.
length, err := d.lz77Param(green - nLiteralCodes)
if err != nil {
return nil, err
}
distSym, err := hg[huffDistance].next(d)
if err != nil {
return nil, err
}
distCode, err := d.lz77Param(distSym)
if err != nil {
return nil, err
}
dist := distanceMap(w, distCode)
pEnd := p + 4*int(length)
q := p - 4*int(dist)
qEnd := pEnd - 4*int(dist)
if p < 0 || len(pix) < pEnd || q < 0 || len(pix) < qEnd {
return nil, errors.New("vp8l: invalid LZ77 parameters")
}
for ; p < pEnd; p, q = p+1, q+1 {
pix[p] = pix[q]
}
x += int32(length)
for x >= w {
x, y = x-w, y+1
}
lookupHG = hMask != 0
default:
// We have a color cache lookup. First, insert previous pixels
// into the cache. Note that VP8L assumes ARGB order, but the
// Go image.RGBA type is in RGBA order.
for ; cachedP < p; cachedP += 4 {
argb := uint32(pix[cachedP+0])<<16 |
uint32(pix[cachedP+1])<<8 |
uint32(pix[cachedP+2])<<0 |
uint32(pix[cachedP+3])<<24
ccEntries[(argb*colorCacheMultiplier)>>ccShift] = argb
}
green -= nLiteralCodes + nLengthCodes
if int(green) >= len(ccEntries) {
return nil, errors.New("vp8l: invalid color cache index")
}
argb := ccEntries[green]
pix[p+0] = uint8(argb >> 16)
pix[p+1] = uint8(argb >> 8)
pix[p+2] = uint8(argb >> 0)
pix[p+3] = uint8(argb >> 24)
p += 4
x++
if x == w {
x, y = 0, y+1
}
lookupHG = hMask != 0 && x&hMask == 0
}
}
return pix, nil
}
// lz77Param returns the next LZ77 parameter: a length or a distance, specified
// in section 4.2.2.
func (d *decoder) lz77Param(symbol uint32) (uint32, error) {
if symbol < 4 {
return symbol + 1, nil
}
extraBits := (symbol - 2) >> 1
offset := (2 + symbol&1) << extraBits
n, err := d.read(extraBits)
if err != nil {
return 0, nil
}
return offset + n + 1, nil
}
// decodeHeader decodes the VP8L header from r.
func decodeHeader(r io.Reader) (d *decoder, w int32, h int32, err error) {
rr, ok := r.(io.ByteReader)
if !ok {
rr = bufio.NewReader(r)
}
d = &decoder{r: rr}
magic, err := d.read(8)
if err != nil {
return nil, 0, 0, err
}
if magic != 0x2f {
return nil, 0, 0, errors.New("vp8l: invalid header")
}
width, err := d.read(14)
if err != nil {
return nil, 0, 0, err
}
width++
height, err := d.read(14)
if err != nil {
return nil, 0, 0, err
}
height++
_, err = d.read(1) // Read and ignore the hasAlpha hint.
if err != nil {
return nil, 0, 0, err
}
version, err := d.read(3)
if err != nil {
return nil, 0, 0, err
}
if version != 0 {
return nil, 0, 0, errors.New("vp8l: unsupported version")
}
return d, int32(width), int32(height), nil
}
// DecodeConfig decodes the color model and dimensions of a VP8L image from r.
func DecodeConfig(r io.Reader) (image.Config, error) {
_, w, h, err := decodeHeader(r)
if err != nil {
return image.Config{}, err
}
return image.Config{
ColorModel: color.NRGBAModel,
Width: int(w),
Height: int(h),
}, nil
}
// Decode decodes a VP8L image from r.
func Decode(r io.Reader) (image.Image, error) {
d, w, h, err := decodeHeader(r)
if err != nil {
return nil, err
}
// Decode the transforms.
var (
nTransforms int
transforms [nTransformTypes]transform
transformsSeen [nTransformTypes]bool
originalW = w
)
for {
more, err := d.read(1)
if err != nil {
return nil, err
}
if more == 0 {
break
}
var t transform
t, w, err = d.decodeTransform(w, h)
if err != nil {
return nil, err
}
if transformsSeen[t.transformType] {
return nil, errors.New("vp8l: repeated transform")
}
transformsSeen[t.transformType] = true
transforms[nTransforms] = t
nTransforms++
}
// Decode the transformed pixels.
pix, err := d.decodePix(w, h, 0, true)
if err != nil {
return nil, err
}
// Apply the inverse transformations.
for i := nTransforms - 1; i >= 0; i-- {
t := &transforms[i]
pix = inverseTransforms[t.transformType](t, pix, h)
}
return &image.NRGBA{
Pix: pix,
Stride: 4 * int(originalW),
Rect: image.Rect(0, 0, int(originalW), int(h)),
}, nil
}

245
vp8l/huffman.go Normal file
View File

@ -0,0 +1,245 @@
// Copyright 2014 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 vp8l
import (
"io"
)
// reverseBits reverses the bits in a byte.
var reverseBits = [256]uint8{
0x00, 0x80, 0x40, 0xc0, 0x20, 0xa0, 0x60, 0xe0, 0x10, 0x90, 0x50, 0xd0, 0x30, 0xb0, 0x70, 0xf0,
0x08, 0x88, 0x48, 0xc8, 0x28, 0xa8, 0x68, 0xe8, 0x18, 0x98, 0x58, 0xd8, 0x38, 0xb8, 0x78, 0xf8,
0x04, 0x84, 0x44, 0xc4, 0x24, 0xa4, 0x64, 0xe4, 0x14, 0x94, 0x54, 0xd4, 0x34, 0xb4, 0x74, 0xf4,
0x0c, 0x8c, 0x4c, 0xcc, 0x2c, 0xac, 0x6c, 0xec, 0x1c, 0x9c, 0x5c, 0xdc, 0x3c, 0xbc, 0x7c, 0xfc,
0x02, 0x82, 0x42, 0xc2, 0x22, 0xa2, 0x62, 0xe2, 0x12, 0x92, 0x52, 0xd2, 0x32, 0xb2, 0x72, 0xf2,
0x0a, 0x8a, 0x4a, 0xca, 0x2a, 0xaa, 0x6a, 0xea, 0x1a, 0x9a, 0x5a, 0xda, 0x3a, 0xba, 0x7a, 0xfa,
0x06, 0x86, 0x46, 0xc6, 0x26, 0xa6, 0x66, 0xe6, 0x16, 0x96, 0x56, 0xd6, 0x36, 0xb6, 0x76, 0xf6,
0x0e, 0x8e, 0x4e, 0xce, 0x2e, 0xae, 0x6e, 0xee, 0x1e, 0x9e, 0x5e, 0xde, 0x3e, 0xbe, 0x7e, 0xfe,
0x01, 0x81, 0x41, 0xc1, 0x21, 0xa1, 0x61, 0xe1, 0x11, 0x91, 0x51, 0xd1, 0x31, 0xb1, 0x71, 0xf1,
0x09, 0x89, 0x49, 0xc9, 0x29, 0xa9, 0x69, 0xe9, 0x19, 0x99, 0x59, 0xd9, 0x39, 0xb9, 0x79, 0xf9,
0x05, 0x85, 0x45, 0xc5, 0x25, 0xa5, 0x65, 0xe5, 0x15, 0x95, 0x55, 0xd5, 0x35, 0xb5, 0x75, 0xf5,
0x0d, 0x8d, 0x4d, 0xcd, 0x2d, 0xad, 0x6d, 0xed, 0x1d, 0x9d, 0x5d, 0xdd, 0x3d, 0xbd, 0x7d, 0xfd,
0x03, 0x83, 0x43, 0xc3, 0x23, 0xa3, 0x63, 0xe3, 0x13, 0x93, 0x53, 0xd3, 0x33, 0xb3, 0x73, 0xf3,
0x0b, 0x8b, 0x4b, 0xcb, 0x2b, 0xab, 0x6b, 0xeb, 0x1b, 0x9b, 0x5b, 0xdb, 0x3b, 0xbb, 0x7b, 0xfb,
0x07, 0x87, 0x47, 0xc7, 0x27, 0xa7, 0x67, 0xe7, 0x17, 0x97, 0x57, 0xd7, 0x37, 0xb7, 0x77, 0xf7,
0x0f, 0x8f, 0x4f, 0xcf, 0x2f, 0xaf, 0x6f, 0xef, 0x1f, 0x9f, 0x5f, 0xdf, 0x3f, 0xbf, 0x7f, 0xff,
}
// hNode is a node in a Huffman tree.
type hNode struct {
// symbol is the symbol held by this node.
symbol uint32
// children, if positive, is the hTree.nodes index of the first of
// this node's two children. Zero means an uninitialized node,
// and -1 means a leaf node.
children int32
}
const leafNode = -1
// lutSize is the log-2 size of an hTree's look-up table.
const lutSize, lutMask = 7, 1<<7 - 1
// hTree is a Huffman tree.
type hTree struct {
// nodes are the nodes of the Huffman tree. During construction,
// len(nodes) grows from 1 up to cap(nodes) by steps of two.
// After construction, len(nodes) == cap(nodes), and both equal
// 2*theNumberOfSymbols - 1.
nodes []hNode
// lut is a look-up table for walking the nodes. The x in lut[x] is
// the next lutSize bits in the bit-stream. The low 8 bits of lut[x]
// equals 1 plus the number of bits in the next code, or 0 if the
// next code requires more than lutSize bits. The high 24 bits are:
// - the symbol, if the code requires lutSize or fewer bits, or
// - the hTree.nodes index to start the tree traversal from, if
// the next code requires more than lutSize bits.
lut [1 << lutSize]uint32
}
// insert inserts into the hTree a symbol whose encoding is the least
// significant codeLength bits of code.
func (h *hTree) insert(symbol uint32, code uint32, codeLength uint32) error {
if symbol > 0xffff || codeLength > 0xfe {
return errInvalidHuffmanTree
}
baseCode := uint32(0)
if codeLength > lutSize {
baseCode = uint32(reverseBits[(code>>(codeLength-lutSize))&0xff]) >> (8 - lutSize)
} else {
baseCode = uint32(reverseBits[code&0xff]) >> (8 - codeLength)
for i := 0; i < 1<<(lutSize-codeLength); i++ {
h.lut[baseCode|uint32(i)<<codeLength] = symbol<<8 | (codeLength + 1)
}
}
n := uint32(0)
for jump := lutSize; codeLength > 0; {
codeLength--
if int(n) > len(h.nodes) {
return errInvalidHuffmanTree
}
switch h.nodes[n].children {
case leafNode:
return errInvalidHuffmanTree
case 0:
if len(h.nodes) == cap(h.nodes) {
return errInvalidHuffmanTree
}
// Create two empty child nodes.
h.nodes[n].children = int32(len(h.nodes))
h.nodes = h.nodes[:len(h.nodes)+2]
}
n = uint32(h.nodes[n].children) + 1&(code>>codeLength)
jump--
if jump == 0 && h.lut[baseCode] == 0 {
h.lut[baseCode] = n << 8
}
}
switch h.nodes[n].children {
case leafNode:
// No-op.
case 0:
// Turn the uninitialized node into a leaf.
h.nodes[n].children = leafNode
default:
return errInvalidHuffmanTree
}
h.nodes[n].symbol = symbol
return nil
}
// codeLengthsToCodes returns the canonical Huffman codes implied by the
// sequence of code lengths.
func codeLengthsToCodes(codeLengths []uint32) ([]uint32, error) {
maxCodeLength := uint32(0)
for _, cl := range codeLengths {
if maxCodeLength < cl {
maxCodeLength = cl
}
}
const maxAllowedCodeLength = 15
if len(codeLengths) == 0 || maxCodeLength > maxAllowedCodeLength {
return nil, errInvalidHuffmanTree
}
histogram := [maxAllowedCodeLength + 1]uint32{}
for _, cl := range codeLengths {
histogram[cl]++
}
currCode, nextCodes := uint32(0), [maxAllowedCodeLength + 1]uint32{}
for cl := 1; cl < len(nextCodes); cl++ {
currCode = (currCode + histogram[cl-1]) << 1
nextCodes[cl] = currCode
}
codes := make([]uint32, len(codeLengths))
for symbol, cl := range codeLengths {
if cl > 0 {
codes[symbol] = nextCodes[cl]
nextCodes[cl]++
}
}
return codes, nil
}
// build builds a canonical Huffman tree from the given code lengths.
func (h *hTree) build(codeLengths []uint32) error {
// Calculate the number of symbols.
var nSymbols, lastSymbol uint32
for symbol, cl := range codeLengths {
if cl != 0 {
nSymbols++
lastSymbol = uint32(symbol)
}
}
if nSymbols == 0 {
return errInvalidHuffmanTree
}
h.nodes = make([]hNode, 1, 2*nSymbols-1)
// Handle the trivial case.
if nSymbols == 1 {
if len(codeLengths) <= int(lastSymbol) {
return errInvalidHuffmanTree
}
return h.insert(lastSymbol, 0, 0)
}
// Handle the non-trivial case.
codes, err := codeLengthsToCodes(codeLengths)
if err != nil {
return err
}
for symbol, cl := range codeLengths {
if cl > 0 {
if err := h.insert(uint32(symbol), codes[symbol], cl); err != nil {
return err
}
}
}
return nil
}
// buildSimple builds a Huffman tree with 1 or 2 symbols.
func (h *hTree) buildSimple(nSymbols uint32, symbols [2]uint32, alphabetSize uint32) error {
h.nodes = make([]hNode, 1, 2*nSymbols-1)
for i := uint32(0); i < nSymbols; i++ {
if symbols[i] >= alphabetSize {
return errInvalidHuffmanTree
}
if err := h.insert(symbols[i], i, nSymbols-1); err != nil {
return err
}
}
return nil
}
// next returns the next Huffman-encoded symbol from the bit-stream d.
func (h *hTree) next(d *decoder) (uint32, error) {
var n uint32
// Read enough bits so that we can use the look-up table.
if d.nBits < lutSize {
c, err := d.r.ReadByte()
if err != nil {
if err == io.EOF {
// There are no more bytes of data, but we may still be able
// to read the next symbol out of the previously read bits.
goto slowPath
}
return 0, err
}
d.bits |= uint32(c) << d.nBits
d.nBits += 8
}
// Use the look-up table.
n = h.lut[d.bits&lutMask]
if b := n & 0xff; b != 0 {
b--
d.bits >>= b
d.nBits -= b
return n >> 8, nil
}
n >>= 8
d.bits >>= lutSize
d.nBits -= lutSize
slowPath:
for h.nodes[n].children != leafNode {
if d.nBits == 0 {
c, err := d.r.ReadByte()
if err != nil {
if err == io.EOF {
err = io.ErrUnexpectedEOF
}
return 0, err
}
d.bits = uint32(c)
d.nBits = 8
}
n = uint32(h.nodes[n].children) + 1&d.bits
d.bits >>= 1
d.nBits--
}
return h.nodes[n].symbol, nil
}

299
vp8l/transform.go Normal file
View File

@ -0,0 +1,299 @@
// Copyright 2014 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 vp8l
// This file deals with image transforms, specified in section 3.
// nTiles returns the number of tiles needed to cover size pixels, where each
// tile's side is 1<<bits pixels long.
func nTiles(size int32, bits uint32) int32 {
return (size + 1<<bits - 1) >> bits
}
const (
transformTypePredictor = 0
transformTypeCrossColor = 1
transformTypeSubtractGreen = 2
transformTypeColorIndexing = 3
nTransformTypes = 4
)
// transform holds the parameters for an invertible transform.
type transform struct {
// transformType is the type of the transform.
transformType uint32
// oldWidth is the width of the image before transformation (or
// equivalently, after inverse transformation). The color-indexing
// transform can reduce the width. For example, a 50-pixel-wide
// image that only needs 4 bits (half a byte) per color index can
// be transformed into a 25-pixel-wide image.
oldWidth int32
// bits is the log-2 size of the transform's tiles, for the predictor
// and cross-color transforms. 8>>bits is the number of bits per
// color index, for the color-index transform.
bits uint32
// pix is the tile values, for the predictor and cross-color
// transforms, and the color palette, for the color-index transform.
pix []byte
}
var inverseTransforms = [nTransformTypes]func(*transform, []byte, int32) []byte{
transformTypePredictor: inversePredictor,
transformTypeCrossColor: inverseCrossColor,
transformTypeSubtractGreen: inverseSubtractGreen,
transformTypeColorIndexing: inverseColorIndexing,
}
func inversePredictor(t *transform, pix []byte, h int32) []byte {
if t.oldWidth == 0 || h == 0 {
return pix
}
// The first pixel's predictor is mode 0 (opaque black).
pix[3] += 0xff
p, mask := int32(4), int32(1)<<t.bits-1
for x := int32(1); x < t.oldWidth; x++ {
// The rest of the first row's predictor is mode 1 (L).
pix[p+0] += pix[p-4]
pix[p+1] += pix[p-3]
pix[p+2] += pix[p-2]
pix[p+3] += pix[p-1]
p += 4
}
top, tilesPerRow := 0, nTiles(t.oldWidth, t.bits)
for y := int32(1); y < h; y++ {
// The first column's predictor is mode 2 (T).
pix[p+0] += pix[top+0]
pix[p+1] += pix[top+1]
pix[p+2] += pix[top+2]
pix[p+3] += pix[top+3]
p, top = p+4, top+4
q := 4 * (y >> t.bits) * tilesPerRow
predictorMode := t.pix[q+1] & 0x0f
q += 4
for x := int32(1); x < t.oldWidth; x++ {
if x&mask == 0 {
predictorMode = t.pix[q+1] & 0x0f
q += 4
}
switch predictorMode {
case 0: // Opaque black.
pix[p+3] += 0xff
case 1: // L.
pix[p+0] += pix[p-4]
pix[p+1] += pix[p-3]
pix[p+2] += pix[p-2]
pix[p+3] += pix[p-1]
case 2: // T.
pix[p+0] += pix[top+0]
pix[p+1] += pix[top+1]
pix[p+2] += pix[top+2]
pix[p+3] += pix[top+3]
case 3: // TR.
pix[p+0] += pix[top+4]
pix[p+1] += pix[top+5]
pix[p+2] += pix[top+6]
pix[p+3] += pix[top+7]
case 4: // TL.
pix[p+0] += pix[top-4]
pix[p+1] += pix[top-3]
pix[p+2] += pix[top-2]
pix[p+3] += pix[top-1]
case 5: // Average2(Average2(L, TR), T).
pix[p+0] += avg2(avg2(pix[p-4], pix[top+4]), pix[top+0])
pix[p+1] += avg2(avg2(pix[p-3], pix[top+5]), pix[top+1])
pix[p+2] += avg2(avg2(pix[p-2], pix[top+6]), pix[top+2])
pix[p+3] += avg2(avg2(pix[p-1], pix[top+7]), pix[top+3])
case 6: // Average2(L, TL).
pix[p+0] += avg2(pix[p-4], pix[top-4])
pix[p+1] += avg2(pix[p-3], pix[top-3])
pix[p+2] += avg2(pix[p-2], pix[top-2])
pix[p+3] += avg2(pix[p-1], pix[top-1])
case 7: // Average2(L, T).
pix[p+0] += avg2(pix[p-4], pix[top+0])
pix[p+1] += avg2(pix[p-3], pix[top+1])
pix[p+2] += avg2(pix[p-2], pix[top+2])
pix[p+3] += avg2(pix[p-1], pix[top+3])
case 8: // Average2(TL, T).
pix[p+0] += avg2(pix[top-4], pix[top+0])
pix[p+1] += avg2(pix[top-3], pix[top+1])
pix[p+2] += avg2(pix[top-2], pix[top+2])
pix[p+3] += avg2(pix[top-1], pix[top+3])
case 9: // Average2(T, TR).
pix[p+0] += avg2(pix[top+0], pix[top+4])
pix[p+1] += avg2(pix[top+1], pix[top+5])
pix[p+2] += avg2(pix[top+2], pix[top+6])
pix[p+3] += avg2(pix[top+3], pix[top+7])
case 10: // Average2(Average2(L, TL), Average2(T, TR)).
pix[p+0] += avg2(avg2(pix[p-4], pix[top-4]), avg2(pix[top+0], pix[top+4]))
pix[p+1] += avg2(avg2(pix[p-3], pix[top-3]), avg2(pix[top+1], pix[top+5]))
pix[p+2] += avg2(avg2(pix[p-2], pix[top-2]), avg2(pix[top+2], pix[top+6]))
pix[p+3] += avg2(avg2(pix[p-1], pix[top-1]), avg2(pix[top+3], pix[top+7]))
case 11: // Select(T, L, TL).
l0 := int32(pix[p-4])
l1 := int32(pix[p-3])
l2 := int32(pix[p-2])
l3 := int32(pix[p-1])
c0 := int32(pix[top-4])
c1 := int32(pix[top-3])
c2 := int32(pix[top-2])
c3 := int32(pix[top-1])
t0 := int32(pix[top+0])
t1 := int32(pix[top+1])
t2 := int32(pix[top+2])
t3 := int32(pix[top+3])
t := abs(c0-l0) + abs(c1-l1) + abs(c2-l2) + abs(c3-l3)
l := abs(c0-t0) + abs(c1-t1) + abs(c2-t2) + abs(c3-t3)
if t <= l {
pix[p+0] += uint8(t0)
pix[p+1] += uint8(t1)
pix[p+2] += uint8(t2)
pix[p+3] += uint8(t3)
} else {
pix[p+0] += uint8(l0)
pix[p+1] += uint8(l1)
pix[p+2] += uint8(l2)
pix[p+3] += uint8(l3)
}
case 12: // ClampAddSubtractFull(L, T, TL).
pix[p+0] += clampAddSubtractFull(pix[p-4], pix[top+0], pix[top-4])
pix[p+1] += clampAddSubtractFull(pix[p-3], pix[top+1], pix[top-3])
pix[p+2] += clampAddSubtractFull(pix[p-2], pix[top+2], pix[top-2])
pix[p+3] += clampAddSubtractFull(pix[p-1], pix[top+3], pix[top-1])
case 13: // ClampAddSubtractHalf(Average2(L, T), TL).
pix[p+0] += clampAddSubtractHalf(avg2(pix[p-4], pix[top+0]), pix[top-4])
pix[p+1] += clampAddSubtractHalf(avg2(pix[p-3], pix[top+1]), pix[top-3])
pix[p+2] += clampAddSubtractHalf(avg2(pix[p-2], pix[top+2]), pix[top-2])
pix[p+3] += clampAddSubtractHalf(avg2(pix[p-1], pix[top+3]), pix[top-1])
}
p, top = p+4, top+4
}
}
return pix
}
func inverseCrossColor(t *transform, pix []byte, h int32) []byte {
var greenToRed, greenToBlue, redToBlue int32
p, mask, tilesPerRow := int32(0), int32(1)<<t.bits-1, nTiles(t.oldWidth, t.bits)
for y := int32(0); y < h; y++ {
q := 4 * (y >> t.bits) * tilesPerRow
for x := int32(0); x < t.oldWidth; x++ {
if x&mask == 0 {
redToBlue = int32(int8(t.pix[q+0]))
greenToBlue = int32(int8(t.pix[q+1]))
greenToRed = int32(int8(t.pix[q+2]))
q += 4
}
red := pix[p+0]
green := pix[p+1]
blue := pix[p+2]
red += uint8(uint32(greenToRed*int32(int8(green))) >> 5)
blue += uint8(uint32(greenToBlue*int32(int8(green))) >> 5)
blue += uint8(uint32(redToBlue*int32(int8(red))) >> 5)
pix[p+0] = red
pix[p+2] = blue
p += 4
}
}
return pix
}
func inverseSubtractGreen(t *transform, pix []byte, h int32) []byte {
for p := 0; p < len(pix); p += 4 {
green := pix[p+1]
pix[p+0] += green
pix[p+2] += green
}
return pix
}
func inverseColorIndexing(t *transform, pix []byte, h int32) []byte {
if t.bits == 0 {
for p := 0; p < len(pix); p += 4 {
i := 4 * uint32(pix[p+1])
pix[p+0] = t.pix[i+0]
pix[p+1] = t.pix[i+1]
pix[p+2] = t.pix[i+2]
pix[p+3] = t.pix[i+3]
}
return pix
}
vMask, xMask, bitsPerPixel := uint32(0), int32(0), uint32(8>>t.bits)
switch t.bits {
case 1:
vMask, xMask = 0x0f, 0x01
case 2:
vMask, xMask = 0x03, 0x03
case 3:
vMask, xMask = 0x01, 0x07
}
d, p, v, dst := 0, 0, uint32(0), make([]byte, 4*t.oldWidth*h)
for y := int32(0); y < h; y++ {
for x := int32(0); x < t.oldWidth; x++ {
if x&xMask == 0 {
v = uint32(pix[p+1])
p += 4
}
i := 4 * (v & vMask)
dst[d+0] = t.pix[i+0]
dst[d+1] = t.pix[i+1]
dst[d+2] = t.pix[i+2]
dst[d+3] = t.pix[i+3]
d += 4
v >>= bitsPerPixel
}
}
return dst
}
func abs(x int32) int32 {
if x < 0 {
return -x
}
return x
}
func avg2(a, b uint8) uint8 {
return uint8((int32(a) + int32(b)) / 2)
}
func clampAddSubtractFull(a, b, c uint8) uint8 {
x := int32(a) + int32(b) - int32(c)
if x < 0 {
return 0
}
if x > 255 {
return 255
}
return uint8(x)
}
func clampAddSubtractHalf(a, b uint8) uint8 {
x := int32(a) + (int32(a)-int32(b))/2
if x < 0 {
return 0
}
if x > 255 {
return 255
}
return uint8(x)
}

View File

@ -4,8 +4,8 @@
// Package webp implements a decoder for WEBP images. // Package webp implements a decoder for WEBP images.
// //
// WEBP is defined in the VP8 specification at: // WEBP is defined at:
// http://datatracker.ietf.org/doc/rfc6386/ // https://developers.google.com/speed/webp/docs/riff_container
package webp package webp
import ( import (
@ -15,61 +15,81 @@ import (
"io" "io"
"code.google.com/p/go.image/vp8" "code.google.com/p/go.image/vp8"
"code.google.com/p/go.image/vp8l"
) )
func decode(r io.Reader) (d *vp8.Decoder, fh vp8.FrameHeader, err error) { const (
formatVP8 = 1
formatVP8L = 2
)
func decode(r io.Reader, configOnly bool) (image.Image, image.Config, error) {
var b [20]byte var b [20]byte
if _, err = io.ReadFull(r, b[:]); err != nil { if _, err := io.ReadFull(r, b[:]); err != nil {
return return nil, image.Config{}, err
} }
if string(b[0:4]) != "RIFF" || string(b[8:16]) != "WEBPVP8 " { format := 0
err = errors.New("webp: invalid format") switch string(b[8:16]) {
return case "WEBPVP8 ":
format = formatVP8
case "WEBPVP8L":
format = formatVP8L
}
if string(b[:4]) != "RIFF" || format == 0 {
return nil, image.Config{}, errors.New("webp: invalid format")
} }
riffLen := uint32(b[4]) | uint32(b[5])<<8 | uint32(b[6])<<16 | uint32(b[7])<<24 riffLen := uint32(b[4]) | uint32(b[5])<<8 | uint32(b[6])<<16 | uint32(b[7])<<24
dataLen := uint32(b[16]) | uint32(b[17])<<8 | uint32(b[18])<<16 | uint32(b[19])<<24 dataLen := uint32(b[16]) | uint32(b[17])<<8 | uint32(b[18])<<16 | uint32(b[19])<<24
if riffLen < dataLen+12 { if riffLen < dataLen+12 {
err = errors.New("webp: invalid format") return nil, image.Config{}, errors.New("webp: invalid format")
return
} }
if dataLen >= 1<<31 { if dataLen >= 1<<31 {
err = errors.New("webp: invalid format") return nil, image.Config{}, errors.New("webp: invalid format")
return
} }
d = vp8.NewDecoder()
if format == formatVP8 {
d := vp8.NewDecoder()
d.Init(r, int(dataLen)) d.Init(r, int(dataLen))
fh, err = d.DecodeFrameHeader() fh, err := d.DecodeFrameHeader()
if err != nil { if err != nil {
d, fh = nil, vp8.FrameHeader{} return nil, image.Config{}, err
return
} }
return if configOnly {
return nil, image.Config{
ColorModel: color.YCbCrModel,
Width: fh.Width,
Height: fh.Height,
}, nil
}
m, err := d.DecodeFrame()
return m, image.Config{}, nil
}
r = &io.LimitedReader{r, int64(dataLen)}
if configOnly {
c, err := vp8l.DecodeConfig(r)
return nil, c, err
}
m, err := vp8l.Decode(r)
return m, image.Config{}, err
} }
// Decode reads a WEBP image from r and returns it as an image.Image. // Decode reads a WEBP image from r and returns it as an image.Image.
func Decode(r io.Reader) (image.Image, error) { func Decode(r io.Reader) (image.Image, error) {
d, _, err := decode(r) m, _, err := decode(r, false)
if err != nil { if err != nil {
return nil, err return nil, err
} }
return d.DecodeFrame() return m, err
} }
// DecodeConfig returns the color model and dimensions of a WEBP image without // DecodeConfig returns the color model and dimensions of a WEBP image without
// decoding the entire image. // decoding the entire image.
func DecodeConfig(r io.Reader) (image.Config, error) { func DecodeConfig(r io.Reader) (image.Config, error) {
_, fh, err := decode(r) _, c, err := decode(r, true)
if err != nil { return c, err
return image.Config{}, err
}
c := image.Config{
ColorModel: color.YCbCrModel,
Width: fh.Width,
Height: fh.Height,
}
return c, nil
} }
func init() { func init() {
image.RegisterFormat("webp", "RIFF????WEBPVP8 ", Decode, DecodeConfig) image.RegisterFormat("webp", "RIFF????WEBPVP8", Decode, DecodeConfig)
} }

View File

@ -9,7 +9,9 @@ import (
"fmt" "fmt"
"image" "image"
"image/png" "image/png"
"io/ioutil"
"os" "os"
"strings"
"testing" "testing"
) )
@ -108,3 +110,105 @@ func TestDecodeVP8(t *testing.T) {
} }
} }
} }
func TestDecodeVP8L(t *testing.T) {
testCases := []string{
"blue-purple-pink",
"gopher-doc.1bpp",
"gopher-doc.2bpp",
"gopher-doc.4bpp",
"gopher-doc.8bpp",
"tux",
"yellow_rose",
}
loop:
for _, tc := range testCases {
f0, err := os.Open("../testdata/" + tc + ".lossless.webp")
if err != nil {
t.Errorf("%s: Open WEBP: %v", tc, err)
continue
}
defer f0.Close()
img0, err := Decode(f0)
if err != nil {
t.Errorf("%s: Decode WEBP: %v", tc, err)
continue
}
m0, ok := img0.(*image.NRGBA)
if !ok {
t.Errorf("%s: WEBP image is %T, want *image.NRGBA", tc, img0)
continue
}
f1, err := os.Open("../testdata/" + tc + ".png")
if err != nil {
t.Errorf("%s: Open PNG: %v", tc, err)
continue
}
defer f1.Close()
img1, err := png.Decode(f1)
if err != nil {
t.Errorf("%s: Decode PNG: %v", tc, err)
continue
}
m1, ok := img1.(*image.NRGBA)
if !ok {
rgba1, ok := img1.(*image.RGBA)
if !ok {
t.Fatalf("%s: PNG image is %T, want *image.NRGBA", tc, img1)
continue
}
if !rgba1.Opaque() {
t.Fatalf("%s: PNG image is non-opaque *image.RGBA, want *image.NRGBA", tc)
continue
}
// The image is fully opaque, so we can re-interpret the RGBA pixels
// as NRGBA pixels.
m1 = &image.NRGBA{
Pix: rgba1.Pix,
Stride: rgba1.Stride,
Rect: rgba1.Rect,
}
}
b0, b1 := m0.Bounds(), m1.Bounds()
if b0 != b1 {
t.Errorf("%s: bounds: got %v, want %v", tc, b0, b1)
continue
}
for i := range m0.Pix {
if m0.Pix[i] != m1.Pix[i] {
y := i / m0.Stride
x := (i - y*m0.Stride) / 4
i = 4 * (y*m0.Stride + x)
t.Errorf("%s: at (%d, %d):\ngot %02x %02x %02x %02x\nwant %02x %02x %02x %02x",
tc, x, y,
m0.Pix[i+0], m0.Pix[i+1], m0.Pix[i+2], m0.Pix[i+3],
m1.Pix[i+0], m1.Pix[i+1], m1.Pix[i+2], m1.Pix[i+3],
)
continue loop
}
}
}
}
func benchmarkDecode(b *testing.B, filename string) {
data, err := ioutil.ReadFile("../testdata/" + filename + ".webp")
if err != nil {
b.Fatal(err)
}
s := string(data)
cfg, err := DecodeConfig(strings.NewReader(s))
if err != nil {
b.Fatal(err)
}
b.SetBytes(int64(cfg.Width * cfg.Height * 4))
b.ResetTimer()
for i := 0; i < b.N; i++ {
Decode(strings.NewReader(s))
}
}
func BenchmarkDecodeVP8(b *testing.B) { benchmarkDecode(b, "yellow_rose.lossy") }
func BenchmarkDecodeVP8L(b *testing.B) { benchmarkDecode(b, "yellow_rose.lossless") }