Add verticallineannotations on a different thread

I am trying to add some annotations to my graph. The problem is that this function is called from a different thread so I get the following excepion:

I thried using an invoke on the main thread but this doesn’t help.

This is the code I use:

 var verticalLineAnnotation = new VerticalLineAnnotation
            {
                X1 = annotation.X,
                Tag = annotation,
                StrokeThickness = annotation.StrokeThickness,
                StrokeDashArray = annotation.StrokeDashArray,
                Stroke = annotation.Brush,
                ToolTip = annotation.LabelTooltip
            };

            var referenceDataAnnotation = annotation as ReferenceDataAnnotation;
            if (referenceDataAnnotation != null)
            {
                verticalLineAnnotation.ContextMenu = ChartContextDataTypesFactory.CreateContextMenus(referenceDataAnnotation.Type.Name, Application.Current.MainWindow);
            }

            if (IsChartFirst)
            {
                verticalLineAnnotation.AnnotationLabels = new ObservableCollection<AnnotationLabel>
                {
                    new AnnotationLabel
                    {
                        LabelPlacement = LabelPlacement.TopLeft,
                        FontSize = 12,
                        FontWeight = FontWeights.Normal,
                        Margin = new Thickness {Bottom = -5},
                        Text = annotation.LabelText
                    }
                };
            }
//This is the line where I get the exception
            ParentSurface.Annotations.Add(verticalLineAnnotation);