First mark the image file as โResourceโ in the Visual Studio Properties window. Then you can easily reference the resource using the file name:
<Image x:Name="image1" Source="theimage.png" />
If you placed your image in a folder, you can use
<Image x:Name="image1" Source="/folder/theimage.png" />
source share