Can and will disguises fool biometric surveillance technology?

With the somewhat recent high profile fugitives such as the antivirus pioneer John McAfee and Whitey Bulger being brought to justice, with both of them especially the former supposedly believing that disguises could outwith his pursuers, the question is can technology have spotted what fooled humans?  Much like a…