Wallpaper+ is a very nice desktop wallpaper manager and changer using most of wallpaper changers important features:

Pictures sizes

Chose of background colors (Fixed or calculated based on picture colors, random)

Timers (fixed or random)

Shuffle pictures

The application has a simple and comprehensive interface that will quickly guide you through all its options. In order to add new image you will have to use the Drag & Drop function.