There are a few ways to get around it. 1. From Layer Properties > Symbology > Check on Display Background Value: (R,G,B) 0,0,0 as NoColor. The down side of this is, if you have a valid pixel of RGB value 0,0,0 within your image, it will also be set to NoColor. Also, sometimes your bordering pixel values are not always 0,0,0. In this case you will see noise of random black pixels. 2. If you have (or create) boundary file for each raster (excluding black pixels), you can use Clip raster tool. Make sure you check on the "use input feature for clipping geometry" option. This way, whatever is outside the clipping feature will be set to NoData. 3. If you have Editor/Info license, you can also explore the option of storing your images inside a Mosaic Dataset. You can then recalculate Mosaic dataset footprints based on the radiometric values using the Build Footprints tool.
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