When you are in fastboot mode you can directly start the recovery image without installing it:
fastboot boot recovery.img
Alternatively if you want to start the installed recovery rom execute
fastboot flash recovery recovery.img
fastboot reboot bootloader
and then select Recovery using Vol-Up/Down buttons + Power button to start the recovery ROM.