/// <summary> /// THis method draws a sonogram with other useful information attached. /// </summary> /// <param name="sonogram">of BaseSonogram class.</param> /// <param name="events">a list of acoustic events.</param> /// <param name="plots">a list of plots relevant to the spectrogram scores.</param> /// <param name="hits">not often used - can be null.</param> public static Image GetSonogramPlusCharts(BaseSonogram sonogram, List <AcousticEvent> events, List <Plot> plots, double[,] hits) { var image = new Image_MultiTrack(sonogram.GetImage(doHighlightSubband: false, add1KHzLines: true, doMelScale: false)); image.AddTrack(ImageTrack.GetTimeTrack(sonogram.Duration, sonogram.FramesPerSecond)); if (plots != null) { foreach (var plot in plots) { image.AddTrack(ImageTrack.GetNamedScoreTrack(plot.data, 0.0, 1.0, plot.threshold, plot.title)); //assumes data normalised in 0,1 } } if (hits != null) { image.OverlayRainbowTransparency(hits); } if (events != null && events.Count > 0) { // set colour for the events foreach (AcousticEvent ev in events) { ev.BorderColour = AcousticEvent.DefaultBorderColor; ev.ScoreColour = AcousticEvent.DefaultScoreColor; } image.AddEvents(events, sonogram.NyquistFrequency, sonogram.Configuration.FreqBinCount, sonogram.FramesPerSecond); } return(image.GetImage()); }
/// <summary> /// This method draws a spectrogram with other useful information attached. /// </summary> /// <param name="sonogram">of BaseSonogram class.</param> /// <param name="events">a list of acoustic events.</param> /// <param name="plots">a list of plots relevant to the spectrogram scores.</param> /// <param name="hits">not often used - can be null.</param> public static Image <Rgb24> GetSonogramPlusCharts( BaseSonogram sonogram, List <AcousticEvent> events, List <Plot> plots, double[,] hits) { var spectrogram = sonogram.GetImage(doHighlightSubband: false, add1KHzLines: true, doMelScale: false); Contract.RequiresNotNull(spectrogram, nameof(spectrogram)); var height = spectrogram.Height; var frameSize = sonogram.Configuration.WindowSize; // init with linear frequency scale and draw freq grid lines on image int hertzInterval = 1000; if (height < 200) { hertzInterval = 2000; } var freqScale = new FrequencyScale(sonogram.NyquistFrequency, frameSize, hertzInterval); FrequencyScale.DrawFrequencyLinesOnImage(spectrogram, freqScale.GridLineLocations, includeLabels: true); // draw event outlines onto spectrogram. if (events != null && events.Count > 0) { // set colour for the events foreach (AcousticEvent ev in events) { ev.BorderColour = AcousticEvent.DefaultBorderColor; ev.ScoreColour = AcousticEvent.DefaultScoreColor; ev.DrawEvent(spectrogram, sonogram.FramesPerSecond, sonogram.FBinWidth, height); } } // now add in hits to the spectrogram image. if (hits != null) { spectrogram = Image_MultiTrack.OverlayScoresAsRedTransparency(spectrogram, hits); // following line needs to be reworked if want to call OverlayRainbowTransparency(hits); //image.OverlayRainbowTransparency(hits); } int pixelWidth = spectrogram.Width; var titleBar = LDSpectrogramRGB.DrawTitleBarOfGrayScaleSpectrogram("TITLE", pixelWidth); var timeTrack = ImageTrack.DrawTimeTrack(sonogram.Duration, pixelWidth); var imageList = new List <Image <Rgb24> > { titleBar, timeTrack, spectrogram, timeTrack, }; if (plots != null) { foreach (var plot in plots) { // Next line assumes plot data normalised in 0,1 var plotImage = plot.DrawAnnotatedPlot(ImageTrack.DefaultHeight); // the following draws same plot without the title. //var plotImage = ImageTrack.DrawScoreArrayTrack(plot.data, plot.threshold, pixelWidth); imageList.Add(plotImage); } } var compositeImage = ImageTools.CombineImagesVertically(imageList); return(compositeImage); }
/// <summary> /// This method draws a spectrogram with other useful information attached. /// </summary> /// <param name="sonogram">of BaseSonogram class.</param> /// <param name="events">a list of acoustic events.</param> /// <param name="plots">a list of plots relevant to the spectrogram scores.</param> /// <param name="hits">not often used - can be null.</param> public static Image <Rgb24> GetSonogramPlusCharts( BaseSonogram sonogram, List <EventCommon> events, List <Plot> plots, double[,] hits) { var spectrogram = sonogram.GetImage(doHighlightSubband: false, add1KHzLines: true, doMelScale: false); Contract.RequiresNotNull(spectrogram, nameof(spectrogram)); var height = spectrogram.Height; var width = spectrogram.Width; var frameSize = sonogram.Configuration.WindowSize; //var segmentDuration = sonogram.Duration; var spectrogramDuration = width * sonogram.FrameStep; // init with linear frequency scale and draw freq grid lines on image int hertzInterval = 1000; if (height < 200) { hertzInterval = 2000; } var nyquist = sonogram.NyquistFrequency; var freqScale = new FrequencyScale(nyquist, frameSize, hertzInterval); FrequencyScale.DrawFrequencyLinesOnImage(spectrogram, freqScale.GridLineLocations, includeLabels: true); // draw event outlines onto spectrogram. if (events != null && events.Count > 0) { foreach (SpectralEvent ev in events) { var options = new EventRenderingOptions(new UnitConverters(ev.SegmentStartSeconds, spectrogramDuration, nyquist, width, height)); spectrogram.Mutate(x => ev.Draw(x, options)); } } // now add in hits to the spectrogram image. if (hits != null) { spectrogram = Image_MultiTrack.OverlayScoresAsRedTransparency(spectrogram, hits); } int pixelWidth = spectrogram.Width; var titleBar = LDSpectrogramRGB.DrawTitleBarOfGrayScaleSpectrogram("TITLE", pixelWidth); var timeTrack = ImageTrack.DrawTimeTrack(sonogram.Duration, pixelWidth); var imageList = new List <Image <Rgb24> > { titleBar, timeTrack, spectrogram, timeTrack, }; if (plots != null) { foreach (var plot in plots) { // Next line assumes plot data normalised in 0,1 var plotImage = plot.DrawAnnotatedPlot(ImageTrack.DefaultHeight); // the following draws same plot without the title. //var plotImage = ImageTrack.DrawScoreArrayTrack(plot.data, plot.threshold, pixelWidth); imageList.Add(plotImage); } } var compositeImage = ImageTools.CombineImagesVertically(imageList); return(compositeImage); }
/// <summary> /// /// </summary> /// <returns></returns> public static Image_MultiTrack Sonogram2MultiTrackImage(BaseSonogram sonogram, Dictionary <string, string> configDict) { bool doHighlightSubband = false; //check if doing a reduced sonogram //int timeReductionFactor = 1; //if (configDict.ContainsKey(Keys.TIME_REDUCTION_FACTOR)) // timeReductionFactor = ConfigDictionary.GetInt(Keys.TIME_REDUCTION_FACTOR, configDict); //int freqReductionFactor = 1; //if (configDict.ContainsKey(Keys.FREQ_REDUCTION_FACTOR)) // freqReductionFactor = ConfigDictionary.GetInt(Keys.FREQ_REDUCTION_FACTOR, configDict); //if (!((timeReductionFactor == 1) && (freqReductionFactor == 1))) //{ // sonogram.Data = ReduceDimensionalityOfSpectrogram(sonogram.Data, timeReductionFactor, freqReductionFactor); // return sonogram.GetImage(doHighlightSubband, add1kHzLines); //} // (iii) NOISE REDUCTION //bool doNoiseReduction = false; //if (configDict.ContainsKey(AnalysisKeys.NoiseDoReduction)) // doNoiseReduction = ConfigDictionary.GetBoolean(AnalysisKeys.NoiseDoReduction, configDict); //if (doNoiseReduction) //{ // //LoggedConsole.WriteLine("PERFORMING NOISE REDUCTION"); // double bgThreshold = 3.0; // if (configDict.ContainsKey(AnalysisKeys.NoiseBgThreshold)) // bgThreshold = ConfigDictionary.GetDouble(AnalysisKeys.NoiseBgThreshold, configDict); // var tuple = SNR.NoiseReduce(sonogram.Data, NoiseReductionType.STANDARD, bgThreshold); // sonogram.Data = tuple.Item1; // store data matrix //} //ADD time and frequency scales bool addScale = false; if (configDict.ContainsKey(AnalysisKeys.AddTimeScale)) { addScale = ConfigDictionary.GetBoolean(AnalysisKeys.AddTimeScale, configDict); } else if (configDict.ContainsKey(AnalysisKeys.AddAxes)) { addScale = ConfigDictionary.GetBoolean(AnalysisKeys.AddAxes, configDict); } Image img = sonogram.GetImage(doHighlightSubband, add1KHzLines: addScale, doMelScale: false); Image_MultiTrack mti = new Image_MultiTrack(img); if (addScale) { mti.AddTrack(ImageTrack.GetTimeTrack(sonogram.Duration, sonogram.FramesPerSecond)); //add time scale } bool addSegmentationTrack = false; //add segmentation track if (configDict.ContainsKey(AnalysisKeys.AddSegmentationTrack)) { addSegmentationTrack = ConfigDictionary.GetBoolean(AnalysisKeys.AddSegmentationTrack, configDict); } if (addSegmentationTrack) { mti.AddTrack(ImageTrack.GetSegmentationTrack(sonogram)); //add segmentation track } return(mti); //mti.AddTrack(ImageTrack.GetWavEnvelopeTrack(sonogram)); //add segmentation track }//Sonogram2MultiTrackImage()