Windows – Cannot install 64-bit version of Visio due to Microsoft Office Single Image 2010

I tried to install Visio on Windows 7, but I received the below error message.

You cannot install the 64-bit version of Office 2010 because you have
32-bit Office products installed. These 32-bit products are not
supported with 64-bit installations:

             Microsoft Office Single Image 2010

If you want to install 64-bit Office 2010, you must uninstall all
32-bit Office products first, and then run setup.exe in the x64
folder. If you want to install 32-bit Office 2010, close this Setup
program, and then either go to the x86 folder at the root of your CD
or DVD and run setup.exe, or get the 32-bit Office 2010 from the same
place you purchased 64-bit Office 2010.

I cannot find Microsoft Office Single Image 2010 in the programs list, so I tried to use Microsoft's Fix It to remove the software, but this doesn't resolve my issue.