One way you could achieve that is to correct 4 lines of code that say either MyBase.Image = m_Image or MyBase.Image = m_Image_Alternate.
You would change MyBase.Image to MyBase.BackgroundImage and then, in the Designer, set BackgroundImageLayout property to Stretch.
These 4 lines are inside the Image property and the Highlight property.