robocar-road/part/opencv_test.go

package part

import (
	"fmt"
	"github.com/cyrilix/robocar-protobuf/go/events"
	log "github.com/sirupsen/logrus"
	"gocv.io/x/gocv"
	"image"
	"image/color"
	"testing"
)

func toGray(imgColor gocv.Mat) *gocv.Mat {
	imgGray := gocv.NewMatWithSize(imgColor.Rows(), imgColor.Cols(), gocv.MatTypeCV8UC1)
	gocv.CvtColor(imgColor, &imgGray, gocv.ColorRGBToGray)
	return &imgGray
}

func image1() *gocv.Mat {
	img := gocv.IMRead("testdata/image.jpg", gocv.IMReadColor)
	return &img
}

func image2() *gocv.Mat {
	img := gocv.IMRead("testdata/image2.jpg", gocv.IMReadColor)
	return &img
}

func image3() *gocv.Mat {
	img := gocv.IMRead("testdata/image3.jpg", gocv.IMReadColor)
	return &img
}

func image4() *gocv.Mat {
	img := gocv.IMRead("testdata/image4.jpg", gocv.IMReadColor)
	return &img
}

func image5() *gocv.Mat {
	img := gocv.IMRead("testdata/image5.jpg", gocv.IMReadColor)
	return &img
}

func TestRoadDetection_DetectRoadContour(t *testing.T) {
	rd := NewRoadDetector()

	img1 := image1()
	defer img1.Close()
	img2 := image2()
	defer img2.Close()
	img3 := image3()
	defer img3.Close()
	img4 := image4()
	defer img4.Close()
	img5 := image5()
	defer img5.Close()

	cases := []struct {
		name            string
		img             *gocv.Mat
		horizon         int
		expectedContour []image.Point
	}{
		{"image1", img1, 20,
			[]image.Point{image.Point{0, 45}, image.Point{0, 127}, image.Point{144, 127}, image.Point{95, 21}, image.Point{43, 21}},
		},
		{"image2", img2, 20,
			[]image.Point{{159, 69}, {128, 53}, {125, 41}, {113, 42}, {108, 21}, {87, 21}, {79, 41}, {72, 30}, {44, 39}, {29, 34}, {0, 67}, {0, 127}, {159, 127}, {152, 101}},
		},
		{"image3", img3, 20,
			[]image.Point{{97, 21}, {59, 127}, {159, 127}, {159, 36}, {138, 21}},
		},
		{"image4", img4, 20,
			[]image.Point{{0, 21}, {0, 77}, {68, 22}, {0, 96}, {0, 127}, {159, 127}, {159, 21}},
		},
		{"image5", img5, 20,
			[]image.Point{{159, 32}, {100, 36}, {29, 60}, {0, 79}, {0, 127}, {159, 127}},
		},
	}

	for _, c := range cases {
		imgGray := toGray(*c.img)
		contours := rd.DetectRoadContour(imgGray, c.horizon)

		log.Infof("[%v] contour: %v", c.name, *contours)
		expected := gocv.NewPointVectorFromPoints(c.expectedContour)

		if contours.Size() != expected.Size() {
			t.Errorf("[%v] bad contour size: %v point(s), wants %v", c.name, contours.Size(), expected.Size())
		}
		for idx := 0; idx< expected.Size(); idx++ {
			pt := expected.At(idx)
		if pt != contours.At(idx) {
				t.Errorf("[%v] bad point: %v, wants %v", c.name, contours.At(idx), pt)
			}
		}
		debugContour(*c.img, contours, fmt.Sprintf("/tmp/%v.jpg", c.name))

		expected.Close()
		imgGray.Close()
		contours.Close()
	}
}

func debugContour(img gocv.Mat, contour *gocv.PointVector, imgPath string) {
	imgColor := img.Clone()
	defer imgColor.Close()

	ptsVec := gocv.NewPointsVector()
	defer ptsVec.Close()
	ptsVec.Append(*contour)
	gocv.DrawContours(&imgColor, ptsVec, 0, color.RGBA{
		R: 0,
		G: 255,
		B: 0,
		A: 255,
	}, 1)
	gocv.IMWrite(imgPath, imgColor)
}

func TestRoadDetector_ComputeEllipsis(t *testing.T) {
	rd := NewRoadDetector()

	cases := []struct {
		name            string
		contour         []image.Point
		expectedEllipse events.Ellipse
	}{
		{"image1",
			[]image.Point{image.Point{0, 45}, image.Point{0, 127}, image.Point{144, 127}, image.Point{95, 21}, image.Point{43, 21}},
			events.Ellipse{
				Center: &events.Point{
					X: 71,
					Y: 87,
				},
				Width:      139,
				Height:     176,
				Angle:      92.66927,
				Confidence: 1.,
			},
		},
		{"image2",
			[]image.Point{{159, 69}, {128, 53}, {125, 41}, {113, 42}, {108, 21}, {87, 21}, {79, 41}, {72, 30}, {44, 39}, {29, 34}, {0, 67}, {0, 127}, {159, 127}, {152, 101}},
			events.Ellipse{
				Center: &events.Point{
					X: 77,
					Y: 102,
				},
				Width:      152,
				Height:     168,
				Angle:      94.70433,
				Confidence: 1.,
			},
		},
		{"image3",
			[]image.Point{{97, 21}, {59, 127}, {159, 127}, {159, 36}, {138, 21}},
			events.Ellipse{
				Center: &events.Point{
					X: 112,
					Y: 86,
				},
				Width:      122,
				Height:     140,
				Angle:      20.761106,
				Confidence: 1.,
			},
		},
		{"image4",
			[]image.Point{{0, 21}, {0, 77}, {68, 22}, {0, 96}, {0, 127}, {159, 127}, {159, 21}},
			events.Ellipse{
				Center: &events.Point{
					X: 86,
					Y: 78,
				},
				Width:      154,
				Height:     199,
				Angle:      90.45744,
				Confidence: 1.,
			},
		},
		{"image5",
			[]image.Point{{159, 32}, {100, 36}, {29, 60}, {0, 79}, {0, 127}, {159, 127}},
			events.Ellipse{
				Center: &events.Point{
					X: 109,
					Y: 87,
				},
				Width:      103,
				Height:     247,
				Angle:      79.6229,
				Confidence: 1.0,
			},
		},
	}

	for _, c := range cases {
		ct := gocv.NewPointVectorFromPoints(c.contour)
		ellipse := rd.ComputeEllipsis(&ct)
		ct.Close()
		if ellipse.String() != c.expectedEllipse.String() {
			t.Errorf("ComputeEllipsis(%v): %v, wants %v", c.name, ellipse.String(), c.expectedEllipse.String())
		}
	}
}