Detect if object is lying on the surface or is it lifted into the air?
Accelerometers will tell you if it moves, gyroscopes will tell you if it's rotated. Both of those can tell you if it's picked up - but will probably give you a false positive if someone picks up or bangs the table.

Have you considered a simple contact microswitch on the bottom of the object?