How I can extract Binary file from EXE file?

There are various methods for extracting the BIOS file from the installation files. That file can have various formats: ROM, BIN, FD, CAP, BIO, WPH and EFI.

• Use 7-Zip or Uni Extract.

• Find in TEMP folder:
  Many installers extract the package file into the TEMP directory. Launch the setup and once the first dialog or prompt is displayed, examine your TEMP directory for a newly created sub-directory or file. Copy that file from TEMP folder and then cancel the installation.

• A Dell .exe BIOS file can be extracted by running install-file.exe /writeromfile. Other known parameters are writehdrfile and writehexfile. Another method is to use PFSExtractor.

• This thread describes using the tool B2MB.

This is by no means an exhaustive list of all the possible formats.