// Copyright (c) 2014 libmv authors. // // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to // deal in the Software without restriction, including without limitation the // rights to use, copy, modify, merge, publish, distribute, sublicense, and/or // sell copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in // all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING // FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS // IN THE SOFTWARE. // // Author: mierle@gmail.com (Keir Mierle) #include "libmv/autotrack/predict_tracks.h" #include "libmv/autotrack/marker.h" #include "libmv/autotrack/tracks.h" #include "libmv/logging/logging.h" #include "testing/testing.h" namespace mv { void AddMarker(int frame, float x, float y, Tracks* tracks) { Marker marker; marker.clip = marker.track = 0; marker.frame = frame; marker.center.x() = x; marker.center.y() = y; marker.patch.coordinates << x - 1, y - 1, x + 1, y - 1, x + 1, y + 1, x - 1, y + 1; tracks->AddMarker(marker); } TEST(PredictMarkerPosition, EasyLinearMotion) { Tracks tracks; AddMarker(0, 1.0, 0.0, &tracks); AddMarker(1, 2.0, 5.0, &tracks); AddMarker(2, 3.0, 10.0, &tracks); AddMarker(3, 4.0, 15.0, &tracks); AddMarker(4, 5.0, 20.0, &tracks); AddMarker(5, 6.0, 25.0, &tracks); AddMarker(6, 7.0, 30.0, &tracks); AddMarker(7, 8.0, 35.0, &tracks); Marker predicted; predicted.clip = 0; predicted.track = 0; predicted.frame = 8; PredictMarkerPosition(tracks, &predicted); double error = (libmv::Vec2f(9.0, 40.0) - predicted.center).norm(); LG << "Got error: " << error; EXPECT_LT(error, 0.1); // Check the patch coordinates as well. double x = 9, y = 40.0; Quad2Df expected_patch; expected_patch.coordinates << x - 1, y - 1, x + 1, y - 1, x + 1, y + 1, x - 1, y + 1; error = (expected_patch.coordinates - predicted.patch.coordinates).norm(); LG << "Patch error: " << error; EXPECT_LT(error, 0.1); } TEST(PredictMarkerPosition, EasyBackwardLinearMotion) { Tracks tracks; AddMarker(8, 1.0, 0.0, &tracks); AddMarker(7, 2.0, 5.0, &tracks); AddMarker(6, 3.0, 10.0, &tracks); AddMarker(5, 4.0, 15.0, &tracks); AddMarker(4, 5.0, 20.0, &tracks); AddMarker(3, 6.0, 25.0, &tracks); AddMarker(2, 7.0, 30.0, &tracks); AddMarker(1, 8.0, 35.0, &tracks); Marker predicted; predicted.clip = 0; predicted.track = 0; predicted.frame = 0; PredictMarkerPosition(tracks, &predicted); LG << predicted; double error = (libmv::Vec2f(9.0, 40.0) - predicted.center).norm(); LG << "Got error: " << error; EXPECT_LT(error, 0.1); // Check the patch coordinates as well. double x = 9.0, y = 40.0; Quad2Df expected_patch; expected_patch.coordinates << x - 1, y - 1, x + 1, y - 1, x + 1, y + 1, x - 1, y + 1; error = (expected_patch.coordinates - predicted.patch.coordinates).norm(); LG << "Patch error: " << error; EXPECT_LT(error, 0.1); } TEST(PredictMarkerPosition, TwoFrameGap) { Tracks tracks; AddMarker(0, 1.0, 0.0, &tracks); AddMarker(1, 2.0, 5.0, &tracks); AddMarker(2, 3.0, 10.0, &tracks); AddMarker(3, 4.0, 15.0, &tracks); AddMarker(4, 5.0, 20.0, &tracks); AddMarker(5, 6.0, 25.0, &tracks); AddMarker(6, 7.0, 30.0, &tracks); // Missing frame 7! Marker predicted; predicted.clip = 0; predicted.track = 0; predicted.frame = 8; PredictMarkerPosition(tracks, &predicted); double error = (libmv::Vec2f(9.0, 40.0) - predicted.center).norm(); LG << "Got error: " << error; EXPECT_LT(error, 0.1); } TEST(PredictMarkerPosition, FourFrameGap) { Tracks tracks; AddMarker(0, 1.0, 0.0, &tracks); AddMarker(1, 2.0, 5.0, &tracks); AddMarker(2, 3.0, 10.0, &tracks); AddMarker(3, 4.0, 15.0, &tracks); // Missing frames 4, 5, 6, 7. Marker predicted; predicted.clip = 0; predicted.track = 0; predicted.frame = 8; PredictMarkerPosition(tracks, &predicted); double error = (libmv::Vec2f(9.0, 40.0) - predicted.center).norm(); LG << "Got error: " << error; EXPECT_LT(error, 2.0); // Generous error due to larger prediction window. } TEST(PredictMarkerPosition, MultipleGaps) { Tracks tracks; AddMarker(0, 1.0, 0.0, &tracks); AddMarker(1, 2.0, 5.0, &tracks); AddMarker(2, 3.0, 10.0, &tracks); // AddMarker(3, 4.0, 15.0, &tracks); // Note the 3-frame gap. // AddMarker(4, 5.0, 20.0, &tracks); // AddMarker(5, 6.0, 25.0, &tracks); AddMarker(6, 7.0, 30.0, &tracks); // Intermediate measurement. // AddMarker(7, 8.0, 35.0, &tracks); Marker predicted; predicted.clip = 0; predicted.track = 0; predicted.frame = 8; PredictMarkerPosition(tracks, &predicted); double error = (libmv::Vec2f(9.0, 40.0) - predicted.center).norm(); LG << "Got error: " << error; EXPECT_LT(error, 1.0); // Generous error due to larger prediction window. } TEST(PredictMarkerPosition, MarkersInRandomOrder) { Tracks tracks; // This is the same as the easy, except that the tracks are randomly ordered. AddMarker(0, 1.0, 0.0, &tracks); AddMarker(2, 3.0, 10.0, &tracks); AddMarker(7, 8.0, 35.0, &tracks); AddMarker(5, 6.0, 25.0, &tracks); AddMarker(4, 5.0, 20.0, &tracks); AddMarker(3, 4.0, 15.0, &tracks); AddMarker(6, 7.0, 30.0, &tracks); AddMarker(1, 2.0, 5.0, &tracks); Marker predicted; predicted.clip = 0; predicted.track = 0; predicted.frame = 8; PredictMarkerPosition(tracks, &predicted); double error = (libmv::Vec2f(9.0, 40.0) - predicted.center).norm(); LG << "Got error: " << error; EXPECT_LT(error, 0.1); } } // namespace mv