Add tools/tiny_ssim for generating SSIM/PSNR.

Change-Id: Icc3e5aaa6636ffe17dc9da5f7a80afaccbde509a
This commit is contained in:
Peter Boström 2016-10-27 19:07:44 -04:00
parent 4555c50ecd
commit 7c75cae74a
4 changed files with 296 additions and 2 deletions

3
.gitignore vendored
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@ -51,6 +51,9 @@
/samples.dox
/test_intra_pred_speed
/test_libvpx
/tools.dox
/tools/*.dox
/tools/tiny_ssim
/vp8_api1_migration.dox
/vp[89x]_rtcd.h
/vpx.pc

6
configure vendored
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@ -22,6 +22,7 @@ show_help(){
Advanced options:
${toggle_libs} libraries
${toggle_examples} examples
${toggle_tools} tools
${toggle_docs} documentation
${toggle_unit_tests} unit tests
${toggle_decode_perf_tests} build decoder perf tests with unit tests
@ -155,7 +156,7 @@ all_platforms="${all_platforms} generic-gnu"
# all_targets is a list of all targets that can be configured
# note that these should be in dependency order for now.
all_targets="libs examples docs"
all_targets="libs examples tools docs"
# all targets available are enabled, by default.
for t in ${all_targets}; do
@ -331,6 +332,7 @@ CMDLINE_SELECT="
libs
examples
tools
docs
libc
as
@ -476,7 +478,7 @@ EOF
#
# Write makefiles for all enabled targets
#
for tgt in libs examples docs solution; do
for tgt in libs examples tools docs solution; do
tgt_fn="$tgt-$toolchain.mk"
if enabled $tgt; then

109
tools.mk Normal file
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@ -0,0 +1,109 @@
##
## Copyright (c) 2016 The WebM 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 in the root of the source
## tree. An additional intellectual property rights grant can be found
## in the file PATENTS. All contributing project authors may
## be found in the AUTHORS file in the root of the source tree.
##
# List of tools to build.
TOOLS-yes += tiny_ssim.c
tiny_ssim.GUID = 3afa9b05-940b-4d68-b5aa-55157d8ed7b4
tiny_ssim.DESCRIPTION = Generate SSIM/PSNR from raw .yuv files
#
# End of specified files. The rest of the build rules should happen
# automagically from here.
#
# Expand list of selected tools to build (as specified above)
TOOLS = $(addprefix tools/,$(call enabled,TOOLS))
ALL_SRCS = $(foreach ex,$(TOOLS),$($(notdir $(ex:.c=)).SRCS))
# Expand all tools sources into a variable containing all sources
# for that tools (not just them main one specified in TOOLS)
# and add this file to the list (for MSVS workspace generation)
$(foreach ex,$(TOOLS),$(eval $(notdir $(ex:.c=)).SRCS += $(ex) tools.mk))
# Create build/install dependencies for all tools. The common case
# is handled here. The MSVS case is handled below.
NOT_MSVS = $(if $(CONFIG_MSVS),,yes)
DIST-BINS-$(NOT_MSVS) += $(addprefix bin/,$(TOOLS:.c=$(EXE_SFX)))
DIST-SRCS-yes += $(ALL_SRCS)
OBJS-$(NOT_MSVS) += $(call objs,$(ALL_SRCS))
BINS-$(NOT_MSVS) += $(addprefix $(BUILD_PFX),$(TOOLS:.c=$(EXE_SFX)))
# Instantiate linker template for all tools.
$(foreach bin,$(BINS-yes),\
$(eval $(bin):)\
$(eval $(call linker_template,$(bin),\
$(call objs,$($(notdir $(bin:$(EXE_SFX)=)).SRCS)) \
-lm\
)))
# The following pairs define a mapping of locations in the distribution
# tree to locations in the source/build trees.
INSTALL_MAPS += src/%.c %.c
INSTALL_MAPS += src/% $(SRC_PATH_BARE)/%
INSTALL_MAPS += bin/% %
INSTALL_MAPS += % %
# Build Visual Studio Projects. We use a template here to instantiate
# explicit rules rather than using an implicit rule because we want to
# leverage make's VPATH searching rather than specifying the paths on
# each file in TOOLS. This has the unfortunate side effect that
# touching the source files trigger a rebuild of the project files
# even though there is no real dependency there (the dependency is on
# the makefiles). We may want to revisit this.
define vcproj_template
$(1): $($(1:.$(VCPROJ_SFX)=).SRCS) vpx.$(VCPROJ_SFX)
$(if $(quiet),@echo " [vcproj] $$@")
$(qexec)$$(GEN_VCPROJ)\
--exe\
--target=$$(TOOLCHAIN)\
--name=$$(@:.$(VCPROJ_SFX)=)\
--ver=$$(CONFIG_VS_VERSION)\
--proj-guid=$$($$(@:.$(VCPROJ_SFX)=).GUID)\
--src-path-bare="$(SRC_PATH_BARE)" \
$$(if $$(CONFIG_STATIC_MSVCRT),--static-crt) \
--out=$$@ $$(INTERNAL_CFLAGS) $$(CFLAGS) \
$$(INTERNAL_LDFLAGS) $$(LDFLAGS) $$^
endef
TOOLS_BASENAME := $(notdir $(TOOLS))
PROJECTS-$(CONFIG_MSVS) += $(TOOLS_BASENAME:.c=.$(VCPROJ_SFX))
INSTALL-BINS-$(CONFIG_MSVS) += $(foreach p,$(VS_PLATFORMS),\
$(addprefix bin/$(p)/,$(TOOLS_BASENAME:.c=.exe)))
$(foreach proj,$(call enabled,PROJECTS),\
$(eval $(call vcproj_template,$(proj))))
#
# Documentation Rules
#
%.dox: %.c
@echo " [DOXY] $@"
@mkdir -p $(dir $@)
@echo "/*!\page tools_$(@F:.dox=) $(@F:.dox=)" > $@
@echo " \includelineno $(<F)" >> $@
@echo "*/" >> $@
tools.dox: tools.mk
@echo " [DOXY] $@"
@echo "/*!\page tools Tools" > $@
@echo " This SDK includes a number of tools/utilities."\
"The following tools are included: ">>$@
@$(foreach ex,$(sort $(notdir $(TOOLS:.c=))),\
echo " - \subpage tools_$(ex) $($(ex).DESCRIPTION)" >> $@;)
@echo "*/" >> $@
CLEAN-OBJS += tools.doxy tools.dox $(TOOLS:.c=.dox)
DOCS-yes += tools.doxy tools.dox
tools.doxy: tools.dox $(TOOLS:.c=.dox)
@echo "INPUT += $^" > $@

180
tools/tiny_ssim.c Normal file
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@ -0,0 +1,180 @@
/*
* Copyright (c) 2016 The WebM 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 in the root of the source
* tree. An additional intellectual property rights grant can be found
* in the file PATENTS. All contributing project authors may
* be found in the AUTHORS file in the root of the source tree.
*/
#include <errno.h>
#include <math.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <inttypes.h>
void vp8_ssim_parms_8x8_c(unsigned char *s, int sp, unsigned char *r, int rp,
uint32_t *sum_s, uint32_t *sum_r, uint32_t *sum_sq_s,
uint32_t *sum_sq_r, uint32_t *sum_sxr) {
int i, j;
for (i = 0; i < 8; i++, s += sp, r += rp) {
for (j = 0; j < 8; j++) {
*sum_s += s[j];
*sum_r += r[j];
*sum_sq_s += s[j] * s[j];
*sum_sq_r += r[j] * r[j];
*sum_sxr += s[j] * r[j];
}
}
}
static const int64_t cc1 = 26634; // (64^2*(.01*255)^2
static const int64_t cc2 = 239708; // (64^2*(.03*255)^2
static double similarity(uint32_t sum_s, uint32_t sum_r, uint32_t sum_sq_s,
uint32_t sum_sq_r, uint32_t sum_sxr, int count) {
int64_t ssim_n, ssim_d;
int64_t c1, c2;
// scale the constants by number of pixels
c1 = (cc1 * count * count) >> 12;
c2 = (cc2 * count * count) >> 12;
ssim_n = (2 * sum_s * sum_r + c1) *
((int64_t)2 * count * sum_sxr - (int64_t)2 * sum_s * sum_r + c2);
ssim_d = (sum_s * sum_s + sum_r * sum_r + c1) *
((int64_t)count * sum_sq_s - (int64_t)sum_s * sum_s +
(int64_t)count * sum_sq_r - (int64_t)sum_r * sum_r + c2);
return ssim_n * 1.0 / ssim_d;
}
static double ssim_8x8(unsigned char *s, int sp, unsigned char *r, int rp) {
uint32_t sum_s = 0, sum_r = 0, sum_sq_s = 0, sum_sq_r = 0, sum_sxr = 0;
vp8_ssim_parms_8x8_c(s, sp, r, rp, &sum_s, &sum_r, &sum_sq_s, &sum_sq_r,
&sum_sxr);
return similarity(sum_s, sum_r, sum_sq_s, sum_sq_r, sum_sxr, 64);
}
// We are using a 8x8 moving window with starting location of each 8x8 window
// on the 4x4 pixel grid. Such arrangement allows the windows to overlap
// block boundaries to penalize blocking artifacts.
double vp8_ssim2(unsigned char *img1, unsigned char *img2, int stride_img1,
int stride_img2, int width, int height) {
int i, j;
int samples = 0;
double ssim_total = 0;
// sample point start with each 4x4 location
for (i = 0; i <= height - 8;
i += 4, img1 += stride_img1 * 4, img2 += stride_img2 * 4) {
for (j = 0; j <= width - 8; j += 4) {
double v = ssim_8x8(img1 + j, stride_img1, img2 + j, stride_img2);
ssim_total += v;
samples++;
}
}
ssim_total /= samples;
return ssim_total;
}
static uint64_t calc_plane_error(uint8_t *orig, int orig_stride, uint8_t *recon,
int recon_stride, unsigned int cols,
unsigned int rows) {
unsigned int row, col;
uint64_t total_sse = 0;
int diff;
for (row = 0; row < rows; row++) {
for (col = 0; col < cols; col++) {
diff = orig[col] - recon[col];
total_sse += diff * diff;
}
orig += orig_stride;
recon += recon_stride;
}
return total_sse;
}
#define MAX_PSNR 100
double vp9_mse2psnr(double samples, double peak, double mse) {
double psnr;
if (mse > 0.0)
psnr = 10.0 * log10(peak * peak * samples / mse);
else
psnr = MAX_PSNR; // Limit to prevent / 0
if (psnr > MAX_PSNR) psnr = MAX_PSNR;
return psnr;
}
int main(int argc, char *argv[]) {
FILE *f[2];
uint8_t *buf[2];
int w, h, n_frames;
double ssim = 0, psnravg = 0, psnrglb = 0;
double ssimy, ssimu, ssimv;
uint64_t psnry, psnru, psnrv;
if (argc < 4) {
fprintf(stderr, "Usage: %s file1.yuv file2.yuv WxH\n", argv[0]);
return 1;
}
f[0] = strcmp(argv[1], "-") ? fopen(argv[1], "rb") : stdin;
f[1] = strcmp(argv[2], "-") ? fopen(argv[2], "rb") : stdin;
sscanf(argv[3], "%dx%d", &w, &h);
if (!f[0] || !f[1]) {
fprintf(stderr, "Could not open input files: %s\n", strerror(errno));
return 1;
}
if (w <= 0 || h <= 0 || w & 1 || h & 1) {
fprintf(stderr, "Invalid size %dx%d\n", w, h);
return 1;
}
buf[0] = malloc(w * h * 3 / 2);
buf[1] = malloc(w * h * 3 / 2);
for (n_frames = 0;; n_frames++) {
size_t r1 = fread(buf[0], w * h * 3 / 2, 1, f[0]);
size_t r2 = fread(buf[1], w * h * 3 / 2, 1, f[1]);
if (r1 && r2 && r1 != r2) {
fprintf(stderr, "Failed to read data: %s [%d/%d]\n", strerror(errno),
(int)r1, (int)r2);
return 1;
} else if (r1 == 0 || r2 == 0) {
break;
}
#define psnr_and_ssim(ssim, psnr, buf0, buf1, w, h) \
ssim = vp8_ssim2(buf0, buf1, w, w, w, h); \
psnr = calc_plane_error(buf0, w, buf1, w, w, h);
psnr_and_ssim(ssimy, psnry, buf[0], buf[1], w, h);
psnr_and_ssim(ssimu, psnru, buf[0] + w * h, buf[1] + w * h, w / 2, h / 2);
psnr_and_ssim(ssimv, psnrv, buf[0] + w * h * 5 / 4, buf[1] + w * h * 5 / 4,
w / 2, h / 2);
ssim += 0.8 * ssimy + 0.1 * (ssimu + ssimv);
psnravg += vp9_mse2psnr(w * h * 6 / 4, 255.0, psnry + psnru + psnrv);
psnrglb += psnry + psnru + psnrv;
}
free(buf[0]);
free(buf[1]);
ssim /= n_frames;
psnravg /= n_frames;
psnrglb = vp9_mse2psnr((double)n_frames * w * h * 6 / 4, 255.0, psnrglb);
printf("AvgPSNR: %lf\n", psnravg);
printf("GlbPSNR: %lf\n", psnrglb);
printf("SSIM: %lf\n", 100 * pow(ssim, 8.0));
printf("Nframes: %d\n", n_frames);
if (strcmp(argv[1], "-")) fclose(f[0]);
if (strcmp(argv[2], "-")) fclose(f[1]);
return 0;
}