Select wallpaper that complements the colors and textures of your existing furniture and decor. Consider the dominant colors in your space and choose a wallpaper that either coordinates with these hues or provides a pleasing contrast. Pay attention to the style of your decor; for example, a vintage floral wallpaper might pair well with antique furnishings.