This class adds logic for aligning what part of a test video has been encoded from a reference video. It does that by cropping and zooming in on a region of the reference video that most closely matches the test video. A small cropping does not have much impact on human perception, but it has a big impact on PSNR and SSIM calculations. For example, if the test video is cropped with one row in the top and bottom, adjusting for this improves average PSNR from 27.7146 to 29.3357 and average SSIM from 0.934891 to 0.95318 in an example test video. TBR=phoglund Bug: webrtc:9642 Change-Id: I02cfe0e2261fb58df8cdb1e15ba93285e3dc4538 Reviewed-on: https://webrtc-review.googlesource.com/c/99480 Commit-Queue: Magnus Jedvert <magjed@webrtc.org> Reviewed-by: Patrik Höglund <phoglund@google.com> Reviewed-by: Sami Kalliomäki <sakal@webrtc.org> Cr-Commit-Position: refs/heads/master@{#25755}
179 lines
6.3 KiB
C++
179 lines
6.3 KiB
C++
/*
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* Copyright (c) 2018 The WebRTC project authors. All Rights Reserved.
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*
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* Use of this source code is governed by a BSD-style license
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* that can be found in the LICENSE file in the root of the source
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* tree. An additional intellectual property rights grant can be found
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* in the file PATENTS. All contributing project authors may
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* be found in the AUTHORS file in the root of the source tree.
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*/
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#include "rtc_tools/frame_analyzer/video_geometry_aligner.h"
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#include <map>
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#include "api/video/i420_buffer.h"
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#include "rtc_base/checks.h"
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#include "rtc_base/refcountedobject.h"
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#include "rtc_tools/frame_analyzer/video_quality_analysis.h"
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#include "third_party/libyuv/include/libyuv/scale.h"
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namespace webrtc {
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namespace test {
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namespace {
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bool IsValidRegion(const CropRegion& region,
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const rtc::scoped_refptr<I420BufferInterface>& frame) {
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return region.left >= 0 && region.right >= 0 && region.top >= 0 &&
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region.bottom >= 0 && region.left + region.right < frame->width() &&
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region.top + region.bottom < frame->height();
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}
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} // namespace
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rtc::scoped_refptr<I420BufferInterface> CropAndZoom(
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const CropRegion& crop_region,
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const rtc::scoped_refptr<I420BufferInterface>& frame) {
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RTC_CHECK(IsValidRegion(crop_region, frame));
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const int uv_crop_left = crop_region.left / 2;
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const int uv_crop_top = crop_region.top / 2;
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const int cropped_width =
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frame->width() - crop_region.left - crop_region.right;
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const int cropped_height =
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frame->height() - crop_region.top - crop_region.bottom;
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// Crop by only adjusting pointers.
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const uint8_t* y_plane =
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frame->DataY() + frame->StrideY() * crop_region.top + crop_region.left;
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const uint8_t* u_plane =
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frame->DataU() + frame->StrideU() * uv_crop_top + uv_crop_left;
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const uint8_t* v_plane =
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frame->DataV() + frame->StrideV() * uv_crop_top + uv_crop_left;
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// Stretch the cropped frame to the original size using libyuv.
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rtc::scoped_refptr<I420Buffer> adjusted_frame =
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I420Buffer::Create(frame->width(), frame->height());
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libyuv::I420Scale(y_plane, frame->StrideY(), u_plane, frame->StrideU(),
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v_plane, frame->StrideV(), cropped_width, cropped_height,
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adjusted_frame->MutableDataY(), adjusted_frame->StrideY(),
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adjusted_frame->MutableDataU(), adjusted_frame->StrideU(),
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adjusted_frame->MutableDataV(), adjusted_frame->StrideV(),
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frame->width(), frame->height(), libyuv::kFilterBilinear);
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return adjusted_frame;
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}
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CropRegion CalculateCropRegion(
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const rtc::scoped_refptr<I420BufferInterface>& reference_frame,
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const rtc::scoped_refptr<I420BufferInterface>& test_frame) {
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RTC_CHECK_EQ(reference_frame->width(), test_frame->width());
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RTC_CHECK_EQ(reference_frame->height(), test_frame->height());
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CropRegion best_region;
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double best_ssim = Ssim(reference_frame, test_frame);
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typedef int CropRegion::*CropParameter;
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CropParameter crop_parameters[4] = {&CropRegion::left, &CropRegion::top,
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&CropRegion::right, &CropRegion::bottom};
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while (true) {
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// Find the parameter in which direction SSIM improves the most.
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CropParameter best_parameter = nullptr;
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const CropRegion prev_best_region = best_region;
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for (CropParameter crop_parameter : crop_parameters) {
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CropRegion test_region = prev_best_region;
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++(test_region.*crop_parameter);
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if (!IsValidRegion(test_region, reference_frame))
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continue;
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const double ssim =
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Ssim(CropAndZoom(test_region, reference_frame), test_frame);
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if (ssim > best_ssim) {
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best_ssim = ssim;
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best_parameter = crop_parameter;
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best_region = test_region;
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}
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}
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// No improvement among any direction, stop iteration.
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if (best_parameter == nullptr)
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break;
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// Iterate in the best direction as long as it improves SSIM.
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for (CropRegion test_region = best_region;
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IsValidRegion(test_region, reference_frame);
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++(test_region.*best_parameter)) {
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const double ssim =
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Ssim(CropAndZoom(test_region, reference_frame), test_frame);
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if (ssim <= best_ssim)
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break;
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best_ssim = ssim;
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best_region = test_region;
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}
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}
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return best_region;
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}
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rtc::scoped_refptr<I420BufferInterface> AdjustCropping(
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const rtc::scoped_refptr<I420BufferInterface>& reference_frame,
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const rtc::scoped_refptr<I420BufferInterface>& test_frame) {
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return CropAndZoom(CalculateCropRegion(reference_frame, test_frame),
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reference_frame);
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}
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rtc::scoped_refptr<Video> AdjustCropping(
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const rtc::scoped_refptr<Video>& reference_video,
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const rtc::scoped_refptr<Video>& test_video) {
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class CroppedVideo : public rtc::RefCountedObject<Video> {
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public:
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CroppedVideo(const rtc::scoped_refptr<Video>& reference_video,
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const rtc::scoped_refptr<Video>& test_video)
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: reference_video_(reference_video), test_video_(test_video) {
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RTC_CHECK_EQ(reference_video->number_of_frames(),
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test_video->number_of_frames());
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RTC_CHECK_EQ(reference_video->width(), test_video->width());
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RTC_CHECK_EQ(reference_video->height(), test_video->height());
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}
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int width() const override { return test_video_->width(); }
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int height() const override { return test_video_->height(); }
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size_t number_of_frames() const override {
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return test_video_->number_of_frames();
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}
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rtc::scoped_refptr<I420BufferInterface> GetFrame(
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size_t index) const override {
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const rtc::scoped_refptr<I420BufferInterface> reference_frame =
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reference_video_->GetFrame(index);
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// Only calculate cropping region once per frame since it's expensive.
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if (!crop_regions_.count(index)) {
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crop_regions_[index] =
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CalculateCropRegion(reference_frame, test_video_->GetFrame(index));
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}
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return CropAndZoom(crop_regions_[index], reference_frame);
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}
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private:
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const rtc::scoped_refptr<Video> reference_video_;
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const rtc::scoped_refptr<Video> test_video_;
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// Mutable since this is a cache that affects performance and not logical
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// behavior.
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mutable std::map<size_t, CropRegion> crop_regions_;
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};
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return new CroppedVideo(reference_video, test_video);
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}
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} // namespace test
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} // namespace webrtc
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