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1 files changed, 768 insertions, 0 deletions
diff --git a/third_party/jpeg-xl/lib/jpegli/quant.cc b/third_party/jpeg-xl/lib/jpegli/quant.cc
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index 0000000000..36f1df4cdd
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+++ b/third_party/jpeg-xl/lib/jpegli/quant.cc
@@ -0,0 +1,768 @@
+// Copyright (c) the JPEG XL Project Authors. All rights reserved.
+//
+// Use of this source code is governed by a BSD-style
+// license that can be found in the LICENSE file.
+
+#include "lib/jpegli/quant.h"
+
+#include <algorithm>
+#include <cmath>
+#include <vector>
+
+#include "lib/jpegli/adaptive_quantization.h"
+#include "lib/jpegli/common.h"
+#include "lib/jpegli/encode_internal.h"
+#include "lib/jpegli/error.h"
+#include "lib/jpegli/memory_manager.h"
+#include "lib/jxl/base/byte_order.h"
+#include "lib/jxl/base/status.h"
+
+namespace jpegli {
+
+namespace {
+
+// Global scale is chosen in a way that butteraugli 3-norm matches libjpeg
+// with the same quality setting. Fitted for quality 90 on jyrki31 corpus.
+constexpr float kGlobalScaleXYB = 1.43951668f;
+constexpr float kGlobalScaleYCbCr = 1.73966010f;
+
+static constexpr float kBaseQuantMatrixXYB[] = {
+ // c = 0
+ 7.5629935265f,
+ 19.8247814178f,
+ 22.5724945068f,
+ 20.6706695557f,
+ 22.6864585876f,
+ 23.5696277618f,
+ 25.8129081726f,
+ 36.3307571411f,
+ 19.8247814178f,
+ 21.5503177643f,
+ 19.9372234344f,
+ 20.5424213409f,
+ 21.8645496368f,
+ 23.9041385651f,
+ 28.2844066620f,
+ 32.6609764099f,
+ 22.5724945068f,
+ 19.9372234344f,
+ 21.9017257690f,
+ 19.1223449707f,
+ 21.7515811920f,
+ 24.6724700928f,
+ 25.4249649048f,
+ 32.6653823853f,
+ 20.6706695557f,
+ 20.5424213409f,
+ 19.1223449707f,
+ 20.1610221863f,
+ 25.3719692230f,
+ 25.9668903351f,
+ 30.9804954529f,
+ 31.3406009674f,
+ 22.6864585876f,
+ 21.8645496368f,
+ 21.7515811920f,
+ 25.3719692230f,
+ 26.2431850433f,
+ 40.5992202759f,
+ 43.2624626160f,
+ 63.3010940552f,
+ 23.5696277618f,
+ 23.9041385651f,
+ 24.6724700928f,
+ 25.9668903351f,
+ 40.5992202759f,
+ 48.3026771545f,
+ 34.0964355469f,
+ 61.9852142334f,
+ 25.8129081726f,
+ 28.2844066620f,
+ 25.4249649048f,
+ 30.9804954529f,
+ 43.2624626160f,
+ 34.0964355469f,
+ 34.4937438965f,
+ 66.9702758789f,
+ 36.3307571411f,
+ 32.6609764099f,
+ 32.6653823853f,
+ 31.3406009674f,
+ 63.3010940552f,
+ 61.9852142334f,
+ 66.9702758789f,
+ 39.9652709961f,
+ // c = 1
+ 1.6262000799f,
+ 3.2199242115f,
+ 3.4903779030f,
+ 3.9148359299f,
+ 4.8337211609f,
+ 4.9108843803f,
+ 5.3137121201f,
+ 6.1676793098f,
+ 3.2199242115f,
+ 3.4547898769f,
+ 3.6036829948f,
+ 4.2652835846f,
+ 4.8368387222f,
+ 4.8226222992f,
+ 5.6120514870f,
+ 6.3431472778f,
+ 3.4903779030f,
+ 3.6036829948f,
+ 3.9044559002f,
+ 4.3374395370f,
+ 4.8435096741f,
+ 5.4057979584f,
+ 5.6066360474f,
+ 6.1075134277f,
+ 3.9148359299f,
+ 4.2652835846f,
+ 4.3374395370f,
+ 4.6064834595f,
+ 5.1751475334f,
+ 5.4013924599f,
+ 6.0399808884f,
+ 6.7825231552f,
+ 4.8337211609f,
+ 4.8368387222f,
+ 4.8435096741f,
+ 5.1751475334f,
+ 5.3748049736f,
+ 6.1410837173f,
+ 7.6529307365f,
+ 7.5235214233f,
+ 4.9108843803f,
+ 4.8226222992f,
+ 5.4057979584f,
+ 5.4013924599f,
+ 6.1410837173f,
+ 6.3431472778f,
+ 7.1083049774f,
+ 7.6008300781f,
+ 5.3137121201f,
+ 5.6120514870f,
+ 5.6066360474f,
+ 6.0399808884f,
+ 7.6529307365f,
+ 7.1083049774f,
+ 7.0943155289f,
+ 7.0478363037f,
+ 6.1676793098f,
+ 6.3431472778f,
+ 6.1075134277f,
+ 6.7825231552f,
+ 7.5235214233f,
+ 7.6008300781f,
+ 7.0478363037f,
+ 6.9186143875f,
+ // c = 2
+ 3.3038473129f,
+ 10.0689258575f,
+ 12.2785224915f,
+ 14.6041173935f,
+ 16.2107315063f,
+ 19.2314529419f,
+ 28.0129547119f,
+ 55.6682891846f,
+ 10.0689258575f,
+ 11.4085016251f,
+ 11.3871345520f,
+ 15.4934167862f,
+ 16.5364933014f,
+ 14.9153423309f,
+ 26.3748722076f,
+ 40.8614425659f,
+ 12.2785224915f,
+ 11.3871345520f,
+ 17.0886878967f,
+ 13.9500350952f,
+ 16.0003223419f,
+ 28.5660629272f,
+ 26.2124195099f,
+ 30.1260128021f,
+ 14.6041173935f,
+ 15.4934167862f,
+ 13.9500350952f,
+ 21.1235027313f,
+ 26.1579780579f,
+ 25.5579223633f,
+ 40.6859359741f,
+ 33.8056335449f,
+ 16.2107315063f,
+ 16.5364933014f,
+ 16.0003223419f,
+ 26.1579780579f,
+ 26.8042831421f,
+ 26.1587715149f,
+ 35.7343978882f,
+ 43.6857032776f,
+ 19.2314529419f,
+ 14.9153423309f,
+ 28.5660629272f,
+ 25.5579223633f,
+ 26.1587715149f,
+ 34.5418128967f,
+ 41.3197937012f,
+ 48.7867660522f,
+ 28.0129547119f,
+ 26.3748722076f,
+ 26.2124195099f,
+ 40.6859359741f,
+ 35.7343978882f,
+ 41.3197937012f,
+ 47.6329460144f,
+ 55.3498458862f,
+ 55.6682891846f,
+ 40.8614425659f,
+ 30.1260128021f,
+ 33.8056335449f,
+ 43.6857032776f,
+ 48.7867660522f,
+ 55.3498458862f,
+ 63.6065597534f,
+};
+
+static const float kBaseQuantMatrixYCbCr[] = {
+ // c = 0
+ 1.2397409345866273f, //
+ 1.7227115097630963f, //
+ 2.9212167156636855f, //
+ 2.812737435286529f, //
+ 3.339819711906184f, //
+ 3.463603762596166f, //
+ 3.840915217993518f, //
+ 3.86956f, //
+ 1.7227115097630963f, //
+ 2.0928894413636874f, //
+ 2.8456760904429297f, //
+ 2.704506820909662f, //
+ 3.4407673520905337f, //
+ 3.166232352090534f, //
+ 4.025208741558432f, //
+ 4.035324490952577f, //
+ 2.9212167156636855f, //
+ 2.8456760904429297f, //
+ 2.9587403520905338f, //
+ 3.3862948970669273f, //
+ 3.619523781336757f, //
+ 3.9046279999999998f, //
+ 3.757835838431854f, //
+ 4.237447515714274f, //
+ 2.812737435286529f, //
+ 2.704506820909662f, //
+ 3.3862948970669273f, //
+ 3.380058821812233f, //
+ 4.1679867415584315f, //
+ 4.805510627261856f, //
+ 4.784259f, //
+ 4.605934f, //
+ 3.339819711906184f, //
+ 3.4407673520905337f, //
+ 3.619523781336757f, //
+ 4.1679867415584315f, //
+ 4.579851258441568f, //
+ 4.923237f, //
+ 5.574107f, //
+ 5.48533336146308f, //
+ 3.463603762596166f, //
+ 3.166232352090534f, //
+ 3.9046279999999998f, //
+ 4.805510627261856f, //
+ 4.923237f, //
+ 5.43936f, //
+ 5.093895741558431f, //
+ 6.0872254423617225f, //
+ 3.840915217993518f, //
+ 4.025208741558432f, //
+ 3.757835838431854f, //
+ 4.784259f, //
+ 5.574107f, //
+ 5.093895741558431f, //
+ 5.438461f, //
+ 5.4037359493250845f, //
+ 3.86956f, //
+ 4.035324490952577f, //
+ 4.237447515714274f, //
+ 4.605934f, //
+ 5.48533336146308f, //
+ 6.0872254423617225f, //
+ 5.4037359493250845f, //
+ 4.37787101190424f,
+ // c = 1
+ 2.8236197786377537f, //
+ 6.495639358561486f, //
+ 9.310489207538302f, //
+ 10.64747864717083f, //
+ 11.07419143098738f, //
+ 17.146390223910462f, //
+ 18.463982229408998f, //
+ 29.087001644203088f, //
+ 6.495639358561486f, //
+ 8.890103846667353f, //
+ 8.976895794294748f, //
+ 13.666270550318826f, //
+ 16.547071905624193f, //
+ 16.63871382827686f, //
+ 26.778396930893695f, //
+ 21.33034294694781f, //
+ 9.310489207538302f, //
+ 8.976895794294748f, //
+ 11.08737706005991f, //
+ 18.20548239870446f, //
+ 19.752481654011646f, //
+ 23.985660533114896f, //
+ 102.6457378402362f, //
+ 24.450989f, //
+ 10.64747864717083f, //
+ 13.666270550318826f, //
+ 18.20548239870446f, //
+ 18.628012327860365f, //
+ 16.042509519487183f, //
+ 25.04918273242625f, //
+ 25.017140189353015f, //
+ 35.79788782635831f, //
+ 11.07419143098738f, //
+ 16.547071905624193f, //
+ 19.752481654011646f, //
+ 16.042509519487183f, //
+ 19.373482748612577f, //
+ 14.677529999999999f, //
+ 19.94695960400931f, //
+ 51.094112f, //
+ 17.146390223910462f, //
+ 16.63871382827686f, //
+ 23.985660533114896f, //
+ 25.04918273242625f, //
+ 14.677529999999999f, //
+ 31.320412426835304f, //
+ 46.357234000000005f, //
+ 67.48111451705412f, //
+ 18.463982229408998f, //
+ 26.778396930893695f, //
+ 102.6457378402362f, //
+ 25.017140189353015f, //
+ 19.94695960400931f, //
+ 46.357234000000005f, //
+ 61.315764694388044f, //
+ 88.34665293823721f, //
+ 29.087001644203088f, //
+ 21.33034294694781f, //
+ 24.450989f, //
+ 35.79788782635831f, //
+ 51.094112f, //
+ 67.48111451705412f, //
+ 88.34665293823721f, //
+ 112.16099098350989f,
+ // c = 2
+ 2.9217254961255255f, //
+ 4.497681013199305f, //
+ 7.356344520940414f, //
+ 6.583891506504051f, //
+ 8.535608740100237f, //
+ 8.799434353234647f, //
+ 9.188341534163023f, //
+ 9.482700481227672f, //
+ 4.497681013199305f, //
+ 6.309548851989123f, //
+ 7.024608962670982f, //
+ 7.156445324163424f, //
+ 8.049059218663244f, //
+ 7.0124290657218555f, //
+ 6.711923184393611f, //
+ 8.380307846134853f, //
+ 7.356344520940414f, //
+ 7.024608962670982f, //
+ 6.892101177327445f, //
+ 6.882819916277163f, //
+ 8.782226090078568f, //
+ 6.8774750000000004f, //
+ 7.8858175969577955f, //
+ 8.67909f, //
+ 6.583891506504051f, //
+ 7.156445324163424f, //
+ 6.882819916277163f, //
+ 7.003072944847055f, //
+ 7.7223464701024875f, //
+ 7.955425720217421f, //
+ 7.4734110000000005f, //
+ 8.362933242943903f, //
+ 8.535608740100237f, //
+ 8.049059218663244f, //
+ 8.782226090078568f, //
+ 7.7223464701024875f, //
+ 6.778005927001542f, //
+ 9.484922741558432f, //
+ 9.043702663686046f, //
+ 8.053178199770173f, //
+ 8.799434353234647f, //
+ 7.0124290657218555f, //
+ 6.8774750000000004f, //
+ 7.955425720217421f, //
+ 9.484922741558432f, //
+ 8.607606527385098f, //
+ 9.922697394370815f, //
+ 64.25135180237939f, //
+ 9.188341534163023f, //
+ 6.711923184393611f, //
+ 7.8858175969577955f, //
+ 7.4734110000000005f, //
+ 9.043702663686046f, //
+ 9.922697394370815f, //
+ 63.184936549738225f, //
+ 83.35294340273799f, //
+ 9.482700481227672f, //
+ 8.380307846134853f, //
+ 8.67909f, //
+ 8.362933242943903f, //
+ 8.053178199770173f, //
+ 64.25135180237939f, //
+ 83.35294340273799f, //
+ 114.89202448569779f, //
+};
+
+static const float k420GlobalScale = 1.22;
+static const float k420Rescale[64] = {
+ 0.4093, 0.3209, 0.3477, 0.3333, 0.3144, 0.2823, 0.3214, 0.3354, //
+ 0.3209, 0.3111, 0.3489, 0.2801, 0.3059, 0.3119, 0.4135, 0.3445, //
+ 0.3477, 0.3489, 0.3586, 0.3257, 0.2727, 0.3754, 0.3369, 0.3484, //
+ 0.3333, 0.2801, 0.3257, 0.3020, 0.3515, 0.3410, 0.3971, 0.3839, //
+ 0.3144, 0.3059, 0.2727, 0.3515, 0.3105, 0.3397, 0.2716, 0.3836, //
+ 0.2823, 0.3119, 0.3754, 0.3410, 0.3397, 0.3212, 0.3203, 0.0726, //
+ 0.3214, 0.4135, 0.3369, 0.3971, 0.2716, 0.3203, 0.0798, 0.0553, //
+ 0.3354, 0.3445, 0.3484, 0.3839, 0.3836, 0.0726, 0.0553, 0.3368, //
+};
+
+static const float kBaseQuantMatrixStd[] = {
+ // c = 0
+ 16.0f, 11.0f, 10.0f, 16.0f, 24.0f, 40.0f, 51.0f, 61.0f, //
+ 12.0f, 12.0f, 14.0f, 19.0f, 26.0f, 58.0f, 60.0f, 55.0f, //
+ 14.0f, 13.0f, 16.0f, 24.0f, 40.0f, 57.0f, 69.0f, 56.0f, //
+ 14.0f, 17.0f, 22.0f, 29.0f, 51.0f, 87.0f, 80.0f, 62.0f, //
+ 18.0f, 22.0f, 37.0f, 56.0f, 68.0f, 109.0f, 103.0f, 77.0f, //
+ 24.0f, 35.0f, 55.0f, 64.0f, 81.0f, 104.0f, 113.0f, 92.0f, //
+ 49.0f, 64.0f, 78.0f, 87.0f, 103.0f, 121.0f, 120.0f, 101.0f, //
+ 72.0f, 92.0f, 95.0f, 98.0f, 112.0f, 100.0f, 103.0f, 99.0f, //
+ // c = 1
+ 17.0f, 18.0f, 24.0f, 47.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+ 18.0f, 21.0f, 26.0f, 66.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+ 24.0f, 26.0f, 56.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+ 47.0f, 66.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+ 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+ 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+ 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+ 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, 99.0f, //
+};
+
+static const float kZeroBiasMulYCbCrLQ[] = {
+ // c = 0
+ 0.0000f, 0.0568f, 0.3880f, 0.6190f, 0.6190f, 0.4490f, 0.4490f, 0.6187f, //
+ 0.0568f, 0.5829f, 0.6189f, 0.6190f, 0.6190f, 0.7190f, 0.6190f, 0.6189f, //
+ 0.3880f, 0.6189f, 0.6190f, 0.6190f, 0.6190f, 0.6190f, 0.6187f, 0.6100f, //
+ 0.6190f, 0.6190f, 0.6190f, 0.6190f, 0.5890f, 0.3839f, 0.7160f, 0.6190f, //
+ 0.6190f, 0.6190f, 0.6190f, 0.5890f, 0.6190f, 0.3880f, 0.5860f, 0.4790f, //
+ 0.4490f, 0.7190f, 0.6190f, 0.3839f, 0.3880f, 0.6190f, 0.6190f, 0.6190f, //
+ 0.4490f, 0.6190f, 0.6187f, 0.7160f, 0.5860f, 0.6190f, 0.6204f, 0.6190f, //
+ 0.6187f, 0.6189f, 0.6100f, 0.6190f, 0.4790f, 0.6190f, 0.6190f, 0.3480f, //
+ // c = 1
+ 0.0000f, 1.1640f, 0.9373f, 1.1319f, 0.8016f, 0.9136f, 1.1530f, 0.9430f, //
+ 1.1640f, 0.9188f, 0.9160f, 1.1980f, 1.1830f, 0.9758f, 0.9430f, 0.9430f, //
+ 0.9373f, 0.9160f, 0.8430f, 1.1720f, 0.7083f, 0.9430f, 0.9430f, 0.9430f, //
+ 1.1319f, 1.1980f, 1.1720f, 1.1490f, 0.8547f, 0.9430f, 0.9430f, 0.9430f, //
+ 0.8016f, 1.1830f, 0.7083f, 0.8547f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, //
+ 0.9136f, 0.9758f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, //
+ 1.1530f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9480f, //
+ 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9430f, 0.9480f, 0.9430f, //
+ // c = 2
+ 0.0000f, 1.3190f, 0.4308f, 0.4460f, 0.0661f, 0.0660f, 0.2660f, 0.2960f, //
+ 1.3190f, 0.3280f, 0.3093f, 0.0750f, 0.0505f, 0.1594f, 0.3060f, 0.2113f, //
+ 0.4308f, 0.3093f, 0.3060f, 0.1182f, 0.0500f, 0.3060f, 0.3915f, 0.2426f, //
+ 0.4460f, 0.0750f, 0.1182f, 0.0512f, 0.0500f, 0.2130f, 0.3930f, 0.1590f, //
+ 0.0661f, 0.0505f, 0.0500f, 0.0500f, 0.3055f, 0.3360f, 0.5148f, 0.5403f, //
+ 0.0660f, 0.1594f, 0.3060f, 0.2130f, 0.3360f, 0.5060f, 0.5874f, 0.3060f, //
+ 0.2660f, 0.3060f, 0.3915f, 0.3930f, 0.5148f, 0.5874f, 0.3060f, 0.3060f, //
+ 0.2960f, 0.2113f, 0.2426f, 0.1590f, 0.5403f, 0.3060f, 0.3060f, 0.3060f, //
+};
+
+static const float kZeroBiasMulYCbCrHQ[] = {
+ // c = 0
+ 0.0000f, 0.0044f, 0.2521f, 0.6547f, 0.8161f, 0.6130f, 0.8841f, 0.8155f, //
+ 0.0044f, 0.6831f, 0.6553f, 0.6295f, 0.7848f, 0.7843f, 0.8474f, 0.7836f, //
+ 0.2521f, 0.6553f, 0.7834f, 0.7829f, 0.8161f, 0.8072f, 0.7743f, 0.9242f, //
+ 0.6547f, 0.6295f, 0.7829f, 0.8654f, 0.7829f, 0.6986f, 0.7818f, 0.7726f, //
+ 0.8161f, 0.7848f, 0.8161f, 0.7829f, 0.7471f, 0.7827f, 0.7843f, 0.7653f, //
+ 0.6130f, 0.7843f, 0.8072f, 0.6986f, 0.7827f, 0.7848f, 0.9508f, 0.7653f, //
+ 0.8841f, 0.8474f, 0.7743f, 0.7818f, 0.7843f, 0.9508f, 0.7839f, 0.8437f, //
+ 0.8155f, 0.7836f, 0.9242f, 0.7726f, 0.7653f, 0.7653f, 0.8437f, 0.7819f, //
+ // c = 1
+ 0.0000f, 1.0816f, 1.0556f, 1.2876f, 1.1554f, 1.1567f, 1.8851f, 0.5488f, //
+ 1.0816f, 1.1537f, 1.1850f, 1.0712f, 1.1671f, 2.0719f, 1.0544f, 1.4764f, //
+ 1.0556f, 1.1850f, 1.2870f, 1.1981f, 1.8181f, 1.2618f, 1.0564f, 1.1191f, //
+ 1.2876f, 1.0712f, 1.1981f, 1.4753f, 2.0609f, 1.0564f, 1.2645f, 1.0564f, //
+ 1.1554f, 1.1671f, 1.8181f, 2.0609f, 0.7324f, 1.1163f, 0.8464f, 1.0564f, //
+ 1.1567f, 2.0719f, 1.2618f, 1.0564f, 1.1163f, 1.0040f, 1.0564f, 1.0564f, //
+ 1.8851f, 1.0544f, 1.0564f, 1.2645f, 0.8464f, 1.0564f, 1.0564f, 1.0564f, //
+ 0.5488f, 1.4764f, 1.1191f, 1.0564f, 1.0564f, 1.0564f, 1.0564f, 1.0564f, //
+ // c = 2
+ 0.0000f, 0.5392f, 0.6659f, 0.8968f, 0.6829f, 0.6328f, 0.5802f, 0.4836f, //
+ 0.5392f, 0.6746f, 0.6760f, 0.6102f, 0.6015f, 0.6958f, 0.7327f, 0.4897f, //
+ 0.6659f, 0.6760f, 0.6957f, 0.6543f, 0.4396f, 0.6330f, 0.7081f, 0.2583f, //
+ 0.8968f, 0.6102f, 0.6543f, 0.5913f, 0.6457f, 0.5828f, 0.5139f, 0.3565f, //
+ 0.6829f, 0.6015f, 0.4396f, 0.6457f, 0.5633f, 0.4263f, 0.6371f, 0.5949f, //
+ 0.6328f, 0.6958f, 0.6330f, 0.5828f, 0.4263f, 0.2847f, 0.2909f, 0.6629f, //
+ 0.5802f, 0.7327f, 0.7081f, 0.5139f, 0.6371f, 0.2909f, 0.6644f, 0.6644f, //
+ 0.4836f, 0.4897f, 0.2583f, 0.3565f, 0.5949f, 0.6629f, 0.6644f, 0.6644f, //
+};
+
+static const float kZeroBiasOffsetYCbCrDC[] = {0.0f, 0.0f, 0.0f};
+
+static const float kZeroBiasOffsetYCbCrAC[] = {
+ 0.59082f,
+ 0.58146f,
+ 0.57988f,
+};
+
+constexpr uint8_t kTransferFunctionPQ = 16;
+constexpr uint8_t kTransferFunctionHLG = 18;
+
+float DistanceToLinearQuality(float distance) {
+ if (distance <= 0.1f) {
+ return 1.0f;
+ } else if (distance <= 4.6f) {
+ return (200.0f / 9.0f) * (distance - 0.1f);
+ } else if (distance <= 6.4f) {
+ return 5000.0f / (100.0f - (distance - 0.1f) / 0.09f);
+ } else if (distance < 25.0f) {
+ return 530000.0f /
+ (3450.0f -
+ 300.0f * std::sqrt((848.0f * distance - 5330.0f) / 120.0f));
+ } else {
+ return 5000.0f;
+ }
+}
+
+constexpr float kExponent[DCTSIZE2] = {
+ 1.00f, 0.51f, 0.67f, 0.74f, 1.00f, 1.00f, 1.00f, 1.00f, //
+ 0.51f, 0.66f, 0.69f, 0.87f, 1.00f, 1.00f, 1.00f, 1.00f, //
+ 0.67f, 0.69f, 0.84f, 0.83f, 0.96f, 1.00f, 1.00f, 1.00f, //
+ 0.74f, 0.87f, 0.83f, 1.00f, 1.00f, 0.91f, 0.91f, 1.00f, //
+ 1.00f, 1.00f, 0.96f, 1.00f, 1.00f, 1.00f, 1.00f, 1.00f, //
+ 1.00f, 1.00f, 1.00f, 0.91f, 1.00f, 1.00f, 1.00f, 1.00f, //
+ 1.00f, 1.00f, 1.00f, 0.91f, 1.00f, 1.00f, 1.00f, 1.00f, //
+ 1.00f, 1.00f, 1.00f, 1.00f, 1.00f, 1.00f, 1.00f, 1.00f, //
+};
+constexpr float kDist0 = 1.5f; // distance where non-linearity kicks in.
+
+float DistanceToScale(float distance, int k) {
+ if (distance < kDist0) {
+ return distance;
+ }
+ const float exp = kExponent[k];
+ const float mul = std::pow(kDist0, 1.0 - exp);
+ return std::max<float>(0.5f * distance, mul * std::pow(distance, exp));
+}
+
+float ScaleToDistance(float scale, int k) {
+ if (scale < kDist0) {
+ return scale;
+ }
+ const float exp = 1.0 / kExponent[k];
+ const float mul = std::pow(kDist0, 1.0 - exp);
+ return std::min<float>(2.0f * scale, mul * std::pow(scale, exp));
+}
+
+float QuantValsToDistance(j_compress_ptr cinfo) {
+ jpeg_comp_master* m = cinfo->master;
+ float global_scale = kGlobalScaleYCbCr;
+ if (m->cicp_transfer_function == kTransferFunctionPQ) {
+ global_scale *= .4f;
+ } else if (m->cicp_transfer_function == kTransferFunctionHLG) {
+ global_scale *= .5f;
+ }
+ int quant_max = m->force_baseline ? 255 : 32767U;
+ static const float kDistMax = 10000.0f;
+ float dist_min = 0.0f;
+ float dist_max = kDistMax;
+ for (int c = 0; c < cinfo->num_components; ++c) {
+ int quant_idx = cinfo->comp_info[c].quant_tbl_no;
+ uint16_t* quantval = cinfo->quant_tbl_ptrs[quant_idx]->quantval;
+ const float* base_qm = &kBaseQuantMatrixYCbCr[quant_idx * DCTSIZE2];
+ for (int k = 0; k < DCTSIZE2; ++k) {
+ float dmin = 0.0;
+ float dmax = kDistMax;
+ float invq = 1.0f / base_qm[k] / global_scale;
+ int qval = quantval[k];
+ if (qval > 1) {
+ float scale_min = (qval - 0.5f) * invq;
+ dmin = ScaleToDistance(scale_min, k);
+ }
+ if (qval < quant_max) {
+ float scale_max = (qval + 0.5f) * invq;
+ dmax = ScaleToDistance(scale_max, k);
+ }
+ if (dmin <= dist_max) {
+ dist_min = std::max(dmin, dist_min);
+ }
+ if (dmax >= dist_min) {
+ dist_max = std::min(dist_max, dmax);
+ }
+ }
+ }
+ float distance;
+ if (dist_min == 0) {
+ distance = dist_max;
+ } else if (dist_max == kDistMax) {
+ distance = dist_min;
+ } else {
+ distance = 0.5f * (dist_min + dist_max);
+ }
+ return distance;
+}
+
+bool IsYUV420(j_compress_ptr cinfo) {
+ return (cinfo->jpeg_color_space == JCS_YCbCr &&
+ cinfo->comp_info[0].h_samp_factor == 2 &&
+ cinfo->comp_info[0].v_samp_factor == 2 &&
+ cinfo->comp_info[1].h_samp_factor == 1 &&
+ cinfo->comp_info[1].v_samp_factor == 1 &&
+ cinfo->comp_info[2].h_samp_factor == 1 &&
+ cinfo->comp_info[2].v_samp_factor == 1);
+}
+
+} // namespace
+
+void SetQuantMatrices(j_compress_ptr cinfo, float distances[NUM_QUANT_TBLS],
+ bool add_two_chroma_tables) {
+ jpeg_comp_master* m = cinfo->master;
+ const bool xyb = m->xyb_mode && cinfo->jpeg_color_space == JCS_RGB;
+ const bool is_yuv420 = IsYUV420(cinfo);
+
+ float global_scale;
+ bool non_linear_scaling = true;
+ const float* base_quant_matrix[NUM_QUANT_TBLS];
+ int num_base_tables;
+
+ if (xyb) {
+ global_scale = kGlobalScaleXYB;
+ num_base_tables = 3;
+ base_quant_matrix[0] = kBaseQuantMatrixXYB;
+ base_quant_matrix[1] = kBaseQuantMatrixXYB + DCTSIZE2;
+ base_quant_matrix[2] = kBaseQuantMatrixXYB + 2 * DCTSIZE2;
+ } else if (cinfo->jpeg_color_space == JCS_YCbCr && !m->use_std_tables) {
+ global_scale = kGlobalScaleYCbCr;
+ if (m->cicp_transfer_function == kTransferFunctionPQ) {
+ global_scale *= .4f;
+ } else if (m->cicp_transfer_function == kTransferFunctionHLG) {
+ global_scale *= .5f;
+ }
+ if (is_yuv420) {
+ global_scale *= k420GlobalScale;
+ }
+ if (add_two_chroma_tables) {
+ cinfo->comp_info[2].quant_tbl_no = 2;
+ num_base_tables = 3;
+ base_quant_matrix[0] = kBaseQuantMatrixYCbCr;
+ base_quant_matrix[1] = kBaseQuantMatrixYCbCr + DCTSIZE2;
+ base_quant_matrix[2] = kBaseQuantMatrixYCbCr + 2 * DCTSIZE2;
+ } else {
+ num_base_tables = 2;
+ base_quant_matrix[0] = kBaseQuantMatrixYCbCr;
+ // Use the Cr table for both Cb and Cr.
+ base_quant_matrix[1] = kBaseQuantMatrixYCbCr + 2 * DCTSIZE2;
+ }
+ } else {
+ global_scale = 0.01f;
+ non_linear_scaling = false;
+ num_base_tables = 2;
+ base_quant_matrix[0] = kBaseQuantMatrixStd;
+ base_quant_matrix[1] = kBaseQuantMatrixStd + DCTSIZE2;
+ }
+
+ int quant_max = m->force_baseline ? 255 : 32767U;
+ for (int quant_idx = 0; quant_idx < num_base_tables; ++quant_idx) {
+ const float* base_qm = base_quant_matrix[quant_idx];
+ JQUANT_TBL** qtable = &cinfo->quant_tbl_ptrs[quant_idx];
+ if (*qtable == nullptr) {
+ *qtable = jpegli_alloc_quant_table(reinterpret_cast<j_common_ptr>(cinfo));
+ }
+ for (int k = 0; k < DCTSIZE2; ++k) {
+ float scale = global_scale;
+ if (non_linear_scaling) {
+ scale *= DistanceToScale(distances[quant_idx], k);
+ if (is_yuv420 && quant_idx > 0) {
+ scale *= k420Rescale[k];
+ }
+ } else {
+ scale *= DistanceToLinearQuality(distances[quant_idx]);
+ }
+ int qval = std::round(scale * base_qm[k]);
+ (*qtable)->quantval[k] = std::max(1, std::min(qval, quant_max));
+ }
+ (*qtable)->sent_table = FALSE;
+ }
+}
+
+void InitQuantizer(j_compress_ptr cinfo, QuantPass pass) {
+ jpeg_comp_master* m = cinfo->master;
+ // Compute quantization multupliers from the quant table values.
+ for (int c = 0; c < cinfo->num_components; ++c) {
+ int quant_idx = cinfo->comp_info[c].quant_tbl_no;
+ JQUANT_TBL* quant_table = cinfo->quant_tbl_ptrs[quant_idx];
+ if (!quant_table) {
+ JPEGLI_ERROR("Missing quantization table %d for component %d", quant_idx,
+ c);
+ }
+ for (size_t k = 0; k < DCTSIZE2; k++) {
+ int val = quant_table->quantval[k];
+ if (val == 0) {
+ JPEGLI_ERROR("Invalid quantval 0.");
+ }
+ switch (pass) {
+ case QuantPass::NO_SEARCH:
+ m->quant_mul[c][k] = 8.0f / val;
+ break;
+ case QuantPass::SEARCH_FIRST_PASS:
+ m->quant_mul[c][k] = 128.0f;
+ break;
+ case QuantPass::SEARCH_SECOND_PASS:
+ m->quant_mul[c][kJPEGZigZagOrder[k]] = 1.0f / (16 * val);
+ break;
+ }
+ }
+ }
+ if (m->use_adaptive_quantization) {
+ for (int c = 0; c < cinfo->num_components; ++c) {
+ for (int k = 0; k < DCTSIZE2; ++k) {
+ m->zero_bias_mul[c][k] = k == 0 ? 0.0f : 0.5f;
+ m->zero_bias_offset[c][k] = k == 0 ? 0.0f : 0.5f;
+ }
+ }
+ if (cinfo->jpeg_color_space == JCS_YCbCr) {
+ float distance = QuantValsToDistance(cinfo);
+ static const float kDistHQ = 1.0f;
+ static const float kDistLQ = 3.0f;
+ float mix0 = (distance - kDistHQ) / (kDistLQ - kDistHQ);
+ mix0 = std::max(0.0f, std::min(1.0f, mix0));
+ float mix1 = 1.0f - mix0;
+ for (int c = 0; c < cinfo->num_components; ++c) {
+ for (int k = 0; k < DCTSIZE2; ++k) {
+ float mul0 = kZeroBiasMulYCbCrLQ[c * DCTSIZE2 + k];
+ float mul1 = kZeroBiasMulYCbCrHQ[c * DCTSIZE2 + k];
+ m->zero_bias_mul[c][k] = mix0 * mul0 + mix1 * mul1;
+ m->zero_bias_offset[c][k] =
+ k == 0 ? kZeroBiasOffsetYCbCrDC[c] : kZeroBiasOffsetYCbCrAC[c];
+ }
+ }
+ }
+ } else if (cinfo->jpeg_color_space == JCS_YCbCr) {
+ for (int c = 0; c < cinfo->num_components; ++c) {
+ for (int k = 0; k < DCTSIZE2; ++k) {
+ m->zero_bias_offset[c][k] =
+ k == 0 ? kZeroBiasOffsetYCbCrDC[c] : kZeroBiasOffsetYCbCrAC[c];
+ }
+ }
+ }
+}
+
+} // namespace jpegli