I will take your advice and switch the problem camera with another one in a different location. Two of the cameras are facing a motion sensor light that comes on and off occasionally but only one of cameras is having the black spot problem. I'm afraid it will take some time to isolate the problem by switching the cameras around because the problem is not happening very often. The cameras have been on 24/7 for almost 3 weeks and the problem has only occurred 3 times.
The power supply is a standard looking DC converter 12V 2A and it splits off to supply power to all 4 cameras. Wouldn't you know it....the problem camera is the one located way up on the second story eave. The lower cameras are all doing fine.
At this point I'm becoming more concerned about the problem I'm having getting support from the Manufacturer due to the model number / serial number issue than I am with the black spot. I'll post an update if the problem happens with a different camera when I switch them around. I guess that will mean a possible bad cable? And, if the same camera continues to have a problem in a new location...then its maybe the camera itself? Thanks for the help!