making mog filter that only dectects motion on every 5 frame (will make this a var)

This commit is contained in:
Ella Pietraroia 2020-01-02 13:37:06 +10:30 committed by Scott
parent 949c4ee2af
commit b39a440105
3 changed files with 103 additions and 53 deletions

View File

@ -46,17 +46,22 @@ type MOGFilter struct {
knl gocv.Mat knl gocv.Mat
debug bool debug bool
windows []*gocv.Window windows []*gocv.Window
hold [][]byte
hf int
} }
var hfCount int = 0
// NewMOGFilter returns a pointer to a new MOGFilter struct. // NewMOGFilter returns a pointer to a new MOGFilter struct.
func NewMOGFilter(dst io.WriteCloser, area, threshold float64, history int, debug bool) *MOGFilter { func NewMOGFilter(dst io.WriteCloser, area, threshold float64, history int, debug bool, hf int) *MOGFilter {
bs := gocv.NewBackgroundSubtractorMOG2WithParams(history, threshold, false) bs := gocv.NewBackgroundSubtractorMOG2WithParams(history, threshold, false)
k := gocv.GetStructuringElement(gocv.MorphRect, image.Pt(3, 3)) k := gocv.GetStructuringElement(gocv.MorphRect, image.Pt(3, 3))
var windows []*gocv.Window var windows []*gocv.Window
if debug { if debug {
windows = []*gocv.Window{gocv.NewWindow("MOG: Bounding boxes"), gocv.NewWindow("MOG: Motion")} windows = []*gocv.Window{gocv.NewWindow("MOG: Bounding boxes"), gocv.NewWindow("MOG: Motion")}
} }
return &MOGFilter{dst, area, &bs, k, debug, windows} hold := make([][]byte, hf-1)
return &MOGFilter{dst, area, &bs, k, debug, windows, hold, hf}
} }
// Implements io.Closer. // Implements io.Closer.
@ -75,6 +80,11 @@ func (m *MOGFilter) Close() error {
// Write applies the motion filter to the video stream. Only frames with motion // Write applies the motion filter to the video stream. Only frames with motion
// are written to the destination encoder, frames without are discarded. // are written to the destination encoder, frames without are discarded.
func (m *MOGFilter) Write(f []byte) (int, error) { func (m *MOGFilter) Write(f []byte) (int, error) {
if hfCount < (m.hf - 1) {
m.hold[hfCount] = f
hfCount++
return -1, nil
} else {
img, err := gocv.IMDecode(f, gocv.IMReadColor) img, err := gocv.IMDecode(f, gocv.IMReadColor)
if err != nil { if err != nil {
return 0, fmt.Errorf("image can't be decoded: %w", err) return 0, fmt.Errorf("image can't be decoded: %w", err)
@ -128,6 +138,16 @@ func (m *MOGFilter) Write(f []byte) (int, error) {
return 0, nil return 0, nil
} }
// Write to destination. // Write to destination, past 4 frames then current frame.
for _, h := range m.hold {
_, err := m.dst.Write(h)
if err != nil {
return 0, err
}
}
hfCount = 0
return m.dst.Write(f) return m.dst.Write(f)
} }
}

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@ -85,6 +85,7 @@ const (
defaultClipDuration = 0 defaultClipDuration = 0
defaultAudioInputCodec = codecutil.ADPCM defaultAudioInputCodec = codecutil.ADPCM
defaultPSITime = 2 defaultPSITime = 2
defaultFilterFrames = 1
// Ring buffer defaults. // Ring buffer defaults.
defaultRBMaxElements = 10000 defaultRBMaxElements = 10000
@ -275,6 +276,7 @@ type Config struct {
HorizontalFlip bool // HorizontalFlip flips video horizontally for Raspivid input. HorizontalFlip bool // HorizontalFlip flips video horizontally for Raspivid input.
VerticalFlip bool // VerticalFlip flips video vertically for Raspivid input. VerticalFlip bool // VerticalFlip flips video vertically for Raspivid input.
Filters []int // Defines the methods of filtering to be used in between lexing and encoding. Filters []int // Defines the methods of filtering to be used in between lexing and encoding.
FilterFrames int // Sets the number of frames that are held before the filter is used (on the nth frame)
PSITime int // Sets the time between a packet being sent. PSITime int // Sets the time between a packet being sent.
// Ring buffer parameters. // Ring buffer parameters.
@ -460,6 +462,10 @@ func (c *Config) Validate() error {
c.Logger.Log(logger.Info, pkg+"PSITime bad or unset, defaulting", "PSITime", defaultPSITime) c.Logger.Log(logger.Info, pkg+"PSITime bad or unset, defaulting", "PSITime", defaultPSITime)
c.PSITime = defaultPSITime c.PSITime = defaultPSITime
} }
if c.FilterFrames <= 0 {
c.Logger.Log(logger.Info, pkg+"FilterFrames bad or unset, defaulting", "FilterFrames", defaultFilterFrames)
c.FilterFrames = defaultFilterFrames
}
if c.MinFPS <= 0 { if c.MinFPS <= 0 {
c.Logger.Log(logger.Info, pkg+"MinFPS bad or unset, defaulting", "MinFPS", defaultMinFPS) c.Logger.Log(logger.Info, pkg+"MinFPS bad or unset, defaulting", "MinFPS", defaultMinFPS)

View File

@ -63,6 +63,24 @@ const (
rtmpConnectionTimeout = 10 rtmpConnectionTimeout = 10
) )
// Motion filter parameters.
const minFPS = 1.0
// KNN specific parameters.
const (
knnMinArea = 25.0
knnThreshold = 300
knnHistory = 300
knnKernel = 9
)
// MOG specific parameters.
const (
mogMinArea = 50
mogThreshold = 100
mogHistory = 100
)
const pkg = "revid: " const pkg = "revid: "
type Logger interface { type Logger interface {
@ -337,17 +355,16 @@ func (r *Revid) setupPipeline(mtsEnc func(dst io.WriteCloser, rate float64) (io.
case config.FilterNoOp: case config.FilterNoOp:
r.filters[i] = filter.NewNoOp(dst) r.filters[i] = filter.NewNoOp(dst)
case config.FilterMOG: case config.FilterMOG:
r.filters[i] = filter.NewMOGFilter(dst, r.cfg.MOGMinArea, r.cfg.MOGThreshold, int(r.cfg.MOGHistory), r.cfg.ShowWindows) r.filters[i] = filter.NewMOGFilter(dst, mogMinArea, mogThreshold, mogHistory, r.cfg.ShowWindows, r.cfg.FilterFrames)
case config.FilterVariableFPS: case config.FilterVariableFPS:
r.filters[i] = filter.NewVariableFPSFilter(dst, r.cfg.MinFPS, filter.NewMOGFilter(dst, r.cfg.MOGMinArea, r.cfg.MOGThreshold, int(r.cfg.MOGHistory), r.cfg.ShowWindows)) r.filters[i] = filter.NewVariableFPSFilter(dst, minFPS, filter.NewMOGFilter(r.encoders, mogMinArea, mogThreshold, mogHistory, r.cfg.ShowWindows, r.cfg.FilterFrames))
case config.FilterKNN: case config.FilterKNN:
r.filters[i] = filter.NewKNNFilter(dst, r.cfg.KNNMinArea, r.cfg.KNNThreshold, int(r.cfg.KNNHistory), int(r.cfg.KNNKernel), r.cfg.ShowWindows) r.filters[i] = filter.NewKNNFilter(dst, knnMinArea, knnThreshold, knnHistory, knnKernel, r.cfg.ShowWindows)
default: default:
panic("Undefined Filter") panic("Undefined Filter")
} }
dst = r.filters[i] dst = r.filters[i]
} }
} }
switch r.cfg.Input { switch r.cfg.Input {
@ -671,6 +688,13 @@ func (r *Revid) Update(vars map[string]string) error {
} }
r.cfg.Filters[i] = v r.cfg.Filters[i] = v
} }
case "FilterFrames":
v, err := strconv.Atoi(value)
if err != nil || v < 0 {
r.cfg.Logger.Log(logger.Warning, pkg+"invalid FilterFrames var", "value", value)
break
}
r.cfg.FilterFrames = v
case "PSITime": case "PSITime":
v, err := strconv.Atoi(value) v, err := strconv.Atoi(value)
if err != nil || v < 0 { if err != nil || v < 0 {