Generally, you can have two ways to solve this issue. Firstly, you can modify the lookup table of raster images and make sure that the min value of the table >0 (saying 1). Besides, you can drape those raster images onto �??Shaded Relief�?? images derived from DEM.
For Option 1, if using mosaic dataset to do so in ArcGIS 10, �??stretch function�?? in Function Chain should be set up properly. Personally, it is very efficient way.
However, in this approach, if some of raster datasets' footprints are irregular, ideally, u should avoid manual editing the boundaries, because of Nodata newly created beyond the image footprints (when not handling correctly). In fact, you can do so via adjusting operation sequence (order). For example, if applying 'stretch function' after 'building footprint' script, you may not need manual editing of the footprints. ...