Popular solutions for filling up tall walls include gallery walls and oversized art. Both options create a focal point and add visual interest to the space. Floating shelves are another great way to display art collections while utilizing the height of the wall. Using color, texture, or patterned wallpaper can create the feel of an art piece without using traditional artwork.