adjust
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167
producer/scenes.go
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167
producer/scenes.go
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package imageproc
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import (
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"fmt"
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"image"
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"os"
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"path/filepath"
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"strings"
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"github.com/airbusgeo/godal"
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log "github.com/sirupsen/logrus"
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"gocv.io/x/gocv"
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)
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type Scene struct {
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Width int
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Height int
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X int // coordinate of the left top corner of the scene
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Y int
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Mat []gocv.Mat
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Tiff string
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}
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func (s *Scene) Cleanup() {
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for i := range s.Mat {
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s.Mat[i].Close()
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}
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}
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// 对 PAN 和 配准后的MSS 在 Y 方向进行分景,景之间有25%的重叠
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// 默认分景大小:
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// MSS 2336 * 2336
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// PAN 9344 * 9344
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func (r *Registrator) SubScenes() (panScenes []*Scene, mssScenes []*Scene, err error) {
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hPAN := (9344 - 2336)
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hPANOverlap := 2336
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panScenesCnt := r.PanHeight / hPAN
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for i := 0; i < panScenesCnt; i++ {
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y1 := (i+1)*hPAN + hPANOverlap
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if y1 > r.PanHeight {
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y1 = r.PanHeight
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}
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scene := &Scene{
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Width: 9344,
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Height: y1 - i*hPAN,
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X: 0,
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Y: i * hPAN,
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}
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mat := r.PanImage.Region(image.Rect(0, i*hPAN, 9344, y1))
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scene.Mat = append(scene.Mat, mat)
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panScenes = append(panScenes, scene)
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}
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hMSS := hPAN / 4
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hMSSOverlap := hPANOverlap / 4
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mssScenesCnt := r.MssHeight / hMSS
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for i := 0; i < mssScenesCnt; i++ {
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y1 := (i+1)*hMSS + hMSSOverlap
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if y1 > r.MssHeight {
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y1 = r.MssHeight
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}
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scene := &Scene{
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Width: 2336,
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Height: y1 - i*hMSS,
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X: 0,
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Y: i * hMSS,
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}
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for band := 0; band < 4; band++ {
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mat := r.registeredMssImages[band].Region(image.Rect(0, i*hMSS, 2336, y1))
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scene.Mat = append(scene.Mat, mat)
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}
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mssScenes = append(mssScenes, scene)
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}
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if len(panScenes) != len(mssScenes) {
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log.Error("pan and mss scenes count not match")
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err = fmt.Errorf("pan and mss scenes count not match")
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}
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return panScenes, mssScenes, err
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}
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func (r *Registrator) SaveScenesToTiff(panScenes []*Scene, mssScenes []*Scene) error {
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for i, scene := range panScenes {
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dir := filepath.Join(r.Params.OutputDir, fmt.Sprintf("%03d", i+1))
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os.MkdirAll(dir, 0755)
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tiff := filepath.Base(r.Params.PanTiffFile)
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tiff = strings.TrimSuffix(tiff, ".tiff")
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filename := fmt.Sprintf("%s_%03d.tiff", tiff, i+1)
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scene.Tiff = filepath.Join(dir, filename)
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err := savePanToGDALGTiff(scene.Mat[0], scene.Tiff)
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if err != nil {
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log.Errorf("save pan scene %d to tiff failed: %v", i+1, err)
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return err
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}
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}
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for i, scene := range mssScenes {
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dir := filepath.Join(r.Params.OutputDir, fmt.Sprintf("%03d", i+1))
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os.MkdirAll(dir, 0755)
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tiff := filepath.Base(r.Params.MssTiffFile)
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tiff = strings.TrimSuffix(tiff, ".tiff")
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filename := fmt.Sprintf("%s_%03d.tiff", tiff, i+1)
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scene.Tiff = filepath.Join(dir, filename)
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rgbirImage, _ := r.MergeMSSToBGRNIR(scene.Mat)
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err := SaveBGRToGDALGTiff(rgbirImage,
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4, 5,
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[]godal.ColorInterp{godal.CIBlue, godal.CIGreen, godal.CIRed, godal.CIAlpha},
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scene.Tiff)
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if err != nil {
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log.Errorf("save mss scene %d to tiff failed: %v", i+1, err)
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return err
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}
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}
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return nil
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}
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func (r *Registrator) DoScenePansharpen(panScenes []*Scene, mssScenes []*Scene) error {
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for i := 0; i < len(panScenes); i++ {
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// rgbirImg, _ := r.MergeMSSToBGRNIR(mssScenes[i].Mat)
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// ihsImage := PansharpenIHS(panScenes[i].Mat[0], rgbirImg)
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// path := strings.TrimSuffix(r.Params.MssTiffFile, ".tiff")
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// filename := fmt.Sprintf("%s_%03d_FUS.tiff", path, i+1)
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// SaveBGRToGDALGTiff(ihsImage, 3, 1.25, filename)
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GDALPansharpen(panScenes[i].Tiff, mssScenes[i].Tiff)
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}
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return nil
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}
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func (r *Registrator) MergeMSSToBGRNIR(channels []gocv.Mat) (gocv.Mat, error) {
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var rgbirImage gocv.Mat
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if len(channels) != 4 {
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return rgbirImage, fmt.Errorf("mss channels count not match")
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}
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width := channels[0].Cols()
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height := channels[0].Rows()
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// 创建合并后的图像(RGBIR)
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rgbirImage = gocv.NewMatWithSize(height, width, gocv.MatTypeCV16UC4) // 4通道,16位
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for y := 0; y < height; y++ {
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for x := 0; x < width; x++ {
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blue := channels[0].GetShortAt(y, x)
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green := channels[1].GetShortAt(y, x)
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red := channels[2].GetShortAt(y, x)
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ir := channels[3].GetShortAt(y, x)
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rgbirImage.SetShortAt(y, x*4+0, blue)
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rgbirImage.SetShortAt(y, x*4+1, green)
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rgbirImage.SetShortAt(y, x*4+2, red)
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rgbirImage.SetShortAt(y, x*4+3, ir)
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}
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}
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return rgbirImage, nil
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}
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