ANIL is actually correct. You need to have root access first. In some phones, it is in system/media/audio/ui look for the file camera_click.ogg and camera_focus.ogg back 'em up first before deleting them just in case you want them back in the future.
Check camera settings if there is option to turn off shutter sound. If there's none, just put your phone on silent mode.