public static PhotoSketchFeatureExtractor GetPhotoSketchFeatureExtractor(PointF[][] referenceShape)
{
var boundingBoxParams = Params.GetComponentBoundingBoxParams();
var blockParams = Params.GetComponentBlockParams();
var detector = ComponentAlignerFactory.FromReferenceShape(boundingBoxParams, referenceShape);
return(PhotoSketchFeatureExtractorFactory.Default(detector, blockParams));
}
static void Main()
{
Application.EnableVisualStyles();
Application.SetCompatibleTextRenderingDefault(false);
var featureBlockParams = Params.GetComponentBlockParams();
var boundingBoxParams = Params.GetComponentBoundingBoxParams();
var referenceShape = Params.GetReferenceShape();
var componentExtractor = ComponentAlignerFactory.FromReferenceShape(boundingBoxParams, referenceShape);
var featureExtractor = PhotoSketchFeatureExtractorFactory.Default(componentExtractor, featureBlockParams);
var form = new FormGalleryExtraction(featureExtractor);
Application.Run(form);
}
static void Main()
{
Application.EnableVisualStyles();
Application.SetCompatibleTextRenderingDefault(false);
var featureBlockParams = Params.GetComponentBlockParams();
var boundingBoxParams = Params.GetComponentBoundingBoxParams();
var referenceShape = Params.GetReferenceShape();
var componentExtractor = ComponentAlignerFactory.FromReferenceShape(boundingBoxParams, referenceShape);
var cbr = new PhotoSketchCBIR(PhotoSketchFeatureExtractorFactory.Default(componentExtractor, featureBlockParams));
var view = new FormDashboardCBIR();
var controller = new PresenterCBIR(view, cbr);
Application.Run(view);
}
// Compute the average image
private static void GlobalAvgImage()
{
var photos = PhotoMetadataCsv.FromCSV(GALLERY_CSV).ToList();
var sketches = PhotoMetadataCsv.FromCSV(SKETCHS_CSV).ToList();
var boundingParams = Params.GetComponentBoundingBoxParams();
var alignerExtractor = ComponentAlignerFactory.FromReferenceShape(boundingParams, Params.GetReferenceShape());
// compute average images
//var images = new List<Image<Gray, byte>>();
var photosComponents = new List <FaceComponentContainer>();
foreach (var photo in sketches)
{
try
{
var img = Normalization.Preprocessing.PreprocessImage(photo.AbsolutePath);
//images.Add(img);
var container = alignerExtractor.ExtractComponentsFromImage(img);
photosComponents.Add(container);
}
catch (IndexOutOfRangeException e) { }
catch (ArgumentException e) { }
}
var hair = photosComponents.Select(c => c.Hair).ToArray();
var eyes = photosComponents.Select(c => c.Eyes).ToArray();
var eyebrows = photosComponents.Select(c => c.Eyebrows).ToArray();
var nose = photosComponents.Select(c => c.Nose).ToArray();
var mouth = photosComponents.Select(c => c.Mouth).ToArray();
ImageViewer.Show(ImageUtils.CreateAvgImage(160, 80, hair));
ImageViewer.Show(ImageUtils.CreateAvgImage(144, 29, eyebrows));
ImageViewer.Show(ImageUtils.CreateAvgImage(144, 29, eyes));
ImageViewer.Show(ImageUtils.CreateAvgImage(96, 96, nose));
ImageViewer.Show(ImageUtils.CreateAvgImage(160, 80, mouth));
//ImageViewer.Show(ImageUtils.CreateAvgImage(200, 250, images));
}
